diff --git a/.gitattributes b/.gitattributes
index 55cab133643a2a73e083373d2106533678d0edd5..a1e3f88dd66facbbff139d09dc4a739723f6dfac 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -56,3 +56,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+esc50_train/data/wav_codec_ESPnet.1.ark filter=lfs diff=lfs merge=lfs -text
diff --git a/esc50_dev/data.json b/esc50_dev/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..bad9ada85cd86e400d243c6566b83a4c47997ebb
--- /dev/null
+++ b/esc50_dev/data.json
@@ -0,0 +1,335 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 320,
+    "examples": [
+        "2-102414-A-17",
+        "2-102414-F-17",
+        "2-103423-A-3",
+        "2-103427-A-3",
+        "2-104952-A-16",
+        "2-106072-A-36",
+        "2-108760-A-14",
+        "2-108760-B-14",
+        "2-108763-A-9",
+        "2-108767-A-9",
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+        "2-109505-A-21",
+        "2-112213-A-39",
+        "2-114609-A-28",
+        "2-117615-C-48",
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+        "2-119161-B-8",
+        "2-119161-C-8",
+        "2-120218-B-30",
+        "2-121909-A-35",
+        "2-122067-A-45",
+        "2-128465-A-43",
+        "2-131943-A-38",
+        "2-135860-A-49",
+        "2-141563-A-39",
+        "2-141681-A-36",
+        "2-151079-A-20",
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+        "3-103050-A-19",
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+        "3-105236-A-7",
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+        "5-221878-A-34",
+        "5-222041-A-9",
+        "5-223103-A-31",
+        "5-234855-A-25",
+        "5-235956-A-47",
+        "5-236299-A-34",
+        "5-237499-A-4",
+        "5-242490-A-14",
+        "5-243450-A-14",
+        "5-243459-A-14",
+        "5-244315-B-6",
+        "5-244327-A-34",
+        "5-245040-A-35",
+        "5-250026-B-30",
+        "5-251489-A-24",
+        "5-251963-A-47",
+        "5-253094-D-49",
+        "5-259640-A-29",
+        "5-260164-A-23",
+        "5-262957-A-22",
+        "5-263775-B-26"
+    ]
+}
\ No newline at end of file
diff --git a/esc50_dev/data/wav_codec_ESPnet.1.ark b/esc50_dev/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..8b4c877ed40b5a6556fa069c6283250e6baeb3e6
Binary files /dev/null and b/esc50_dev/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_dev/data/wav_codec_ESPnet.1.scp b/esc50_dev/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..6fcf1672d1daea015c722411429cbfab0aed9b5d
--- /dev/null
+++ b/esc50_dev/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,40 @@
+2-102414-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:14
+2-102414-F-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:10035
+2-103423-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:20055
+2-103427-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:30075
+2-104952-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:40096
+2-106072-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:50117
+2-108760-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:60138
+2-108760-B-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:70159
+2-108763-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:80179
+2-108767-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:90199
+2-109371-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:100220
+2-109505-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:110241
+2-112213-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:120262
+2-114609-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:130283
+2-117615-C-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:140304
+2-117616-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:150325
+2-117795-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:160345
+2-118625-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:170366
+2-118817-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:180387
+2-119102-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:190408
+2-119161-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:200428
+2-119161-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:210448
+2-120218-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:220469
+2-121909-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:230490
+2-122067-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:240511
+2-128465-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:250532
+2-131943-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:260553
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+2-151079-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:300637
+2-154688-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:310658
+2-165801-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:320679
+2-166644-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:330699
+2-173559-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:340720
+2-18766-B-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:350740
+2-188822-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:360761
+2-188822-C-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:370782
+2-209471-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:380803
+2-209474-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark:390824
diff --git a/esc50_dev/data/wav_codec_ESPnet.2.ark b/esc50_dev/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..6d4557f316bab464d0b5d7bb2fad410e327f4e6a
Binary files /dev/null and b/esc50_dev/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_dev/data/wav_codec_ESPnet.2.scp b/esc50_dev/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..410b6270cad000cc385fc9912ae28a30c383008b
--- /dev/null
+++ b/esc50_dev/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,40 @@
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diff --git a/esc50_dev/data/wav_codec_ESPnet.3.ark b/esc50_dev/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..14207253f2c6aff62bd51fae0d2b09b23a4d9187
Binary files /dev/null and b/esc50_dev/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_dev/data/wav_codec_ESPnet.3.scp b/esc50_dev/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..16544b149d62aabd0f3ecb379438b41e90fe0e5c
--- /dev/null
+++ b/esc50_dev/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,40 @@
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diff --git a/esc50_dev/data/wav_codec_ESPnet.4.ark b/esc50_dev/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..862a332808b0e3cdd76fac06d7ee9123271ca445
Binary files /dev/null and b/esc50_dev/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_dev/data/wav_codec_ESPnet.4.scp b/esc50_dev/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..27dda81b2396e996a8c963bbd7dbb853db1c48f2
--- /dev/null
+++ b/esc50_dev/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,40 @@
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diff --git a/esc50_dev/data/wav_codec_ESPnet.5.ark b/esc50_dev/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..8929307d8792b0cf5dea63fd34e2acd195763a15
Binary files /dev/null and b/esc50_dev/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_dev/data/wav_codec_ESPnet.5.scp b/esc50_dev/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..a10a1779b4cef3be510b7092232e6d9d490de4ec
--- /dev/null
+++ b/esc50_dev/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,40 @@
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diff --git a/esc50_dev/data/wav_codec_ESPnet.6.ark b/esc50_dev/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..7f3fe71c2b40b56d38c16f663f721412d2983575
Binary files /dev/null and b/esc50_dev/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_dev/data/wav_codec_ESPnet.6.scp b/esc50_dev/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..82f79a129246eeb40b851c6b877e2dcc5cafcaa5
--- /dev/null
+++ b/esc50_dev/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,40 @@
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diff --git a/esc50_dev/data/wav_codec_ESPnet.7.ark b/esc50_dev/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..ef26843119563272eeaa1b2673021ab8ceade4c9
Binary files /dev/null and b/esc50_dev/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_dev/data/wav_codec_ESPnet.7.scp b/esc50_dev/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1c9fd270258911593a7b381d2b13b705b6ab31eb
--- /dev/null
+++ b/esc50_dev/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,40 @@
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+5-198411-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:250531
+5-198411-G-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:260552
+5-198600-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:270573
+5-198891-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:280593
+5-199284-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:290614
+5-200461-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:300635
+5-203128-B-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:310655
+5-204741-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:320676
+5-205589-B-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:330697
+5-207811-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:340718
+5-207811-B-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:350739
+5-207836-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:360760
+5-207836-C-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:370781
+5-207836-D-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:380802
+5-208624-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark:390823
+5-208761-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:14
+5-209833-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:10035
+5-211197-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:20056
+5-212736-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:30077
+5-213836-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:40097
+5-215005-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:50118
+5-215179-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:60139
+5-216213-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:70160
+5-216370-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:80181
+5-217186-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:90202
+5-217186-C-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:100223
+5-218196-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:110244
+5-218980-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:120265
+5-219342-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:130286
+5-219379-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:140307
+5-220955-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:150328
+5-221529-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:160349
+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:170370
+5-221593-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:180391
+5-221878-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:190412
+5-222041-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:200432
+5-223103-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:210453
+5-234855-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:220474
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:230495
+5-236299-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:240516
+5-237499-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:250536
+5-242490-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:260557
+5-243450-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:270578
+5-243459-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:280599
+5-244315-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:290619
+5-244327-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:300640
+5-245040-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:310661
+5-250026-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:320682
+5-251489-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:330703
+5-251963-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:340724
+5-253094-D-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:350745
+5-259640-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:360766
+5-260164-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:370787
+5-262957-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:380808
+5-263775-B-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark:390829
diff --git a/esc50_dev/logdir/codec_dump_ESPnet.1.log b/esc50_dev/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..29957dc7689fb7a21aba3f2d1921997ae750e129
--- /dev/null
+++ b/esc50_dev/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,64 @@
+# Running on gpub004.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 16:55:21 CDT 2024
+# SLURMD_NODENAME=gpub004
+# SLURM_ARRAY_JOB_ID=5099231
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=1
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099233
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728597314
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=1
+# SLURM_JOB_ID=5099233
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub004
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728424514
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub004
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=3572323
+# SLURM_TOPOLOGY_ADDR=ss00.ss09.gpub004
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.1.scp 
+2024-10-08 16:55:24 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 7999.31it/s]
+2024-10-08 16:55:32 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: begin_time=1728424521
+# Accounting: end_time=1728424535
+# Accounting: time=14 threads=1
+# Finished at Tue Oct 8 16:55:35 CDT 2024 with status 0
diff --git a/esc50_dev/logdir/codec_dump_ESPnet.2.log b/esc50_dev/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..0a05d3200919d4f0079b7d3e01a62bdd8d49c218
--- /dev/null
+++ b/esc50_dev/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,64 @@
+# Running on gpub006.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 16:55:20 CDT 2024
+# SLURMD_NODENAME=gpub006
+# SLURM_ARRAY_JOB_ID=5099231
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=2
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099234
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728597314
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=2
+# SLURM_JOB_ID=5099234
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub006
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728424514
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub006
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=2768214
+# SLURM_TOPOLOGY_ADDR=ss00.ss09.gpub006
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.2.scp 
+2024-10-08 16:55:23 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 8709.10it/s]
+2024-10-08 16:55:31 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: begin_time=1728424520
+# Accounting: end_time=1728424534
+# Accounting: time=14 threads=1
+# Finished at Tue Oct 8 16:55:34 CDT 2024 with status 0
diff --git a/esc50_dev/logdir/codec_dump_ESPnet.3.log b/esc50_dev/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..db913b76cd46ea92c3080cf229d2d18740c0efbe
--- /dev/null
+++ b/esc50_dev/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,64 @@
+# Running on gpub017.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 16:55:21 CDT 2024
+# SLURMD_NODENAME=gpub017
+# SLURM_ARRAY_JOB_ID=5099231
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=3
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099235
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728597314
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=2
+# SLURM_JOB_ID=5099235
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub017
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728424514
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub017
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=1958153
+# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub017
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.3.scp 
+2024-10-08 16:55:23 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 4691.44it/s]
+2024-10-08 16:55:31 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: begin_time=1728424521
+# Accounting: end_time=1728424537
+# Accounting: time=16 threads=1
+# Finished at Tue Oct 8 16:55:37 CDT 2024 with status 0
diff --git a/esc50_dev/logdir/codec_dump_ESPnet.4.log b/esc50_dev/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..94d531cca46165012777c2ca1a8fc550952badc3
--- /dev/null
+++ b/esc50_dev/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,64 @@
+# Running on gpub007.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 16:55:20 CDT 2024
+# SLURMD_NODENAME=gpub007
+# SLURM_ARRAY_JOB_ID=5099231
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=4
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099236
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728597314
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=1
+# SLURM_JOB_ID=5099236
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub007
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728424514
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub007
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=420671
+# SLURM_TOPOLOGY_ADDR=ss00.ss09.gpub007
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.4.scp 
+2024-10-08 16:55:22 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 8581.40it/s]
+2024-10-08 16:55:31 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: begin_time=1728424520
+# Accounting: end_time=1728424534
+# Accounting: time=14 threads=1
+# Finished at Tue Oct 8 16:55:34 CDT 2024 with status 0
diff --git a/esc50_dev/logdir/codec_dump_ESPnet.5.log b/esc50_dev/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..6770cf6c1dc73b6c9422d475ce2f25619ecd285c
--- /dev/null
+++ b/esc50_dev/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,64 @@
+# Running on gpub020.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 16:55:20 CDT 2024
+# SLURMD_NODENAME=gpub020
+# SLURM_ARRAY_JOB_ID=5099231
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=5
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099237
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728597314
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=0
+# SLURM_JOB_ID=5099237
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub020
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728424514
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub020
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=144458
+# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub020
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.5.scp 
+2024-10-08 16:55:23 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 7717.68it/s]
+2024-10-08 16:55:32 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: begin_time=1728424520
+# Accounting: end_time=1728424537
+# Accounting: time=17 threads=1
+# Finished at Tue Oct 8 16:55:37 CDT 2024 with status 0
diff --git a/esc50_dev/logdir/codec_dump_ESPnet.6.log b/esc50_dev/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..9a3975f978ac7e203d6f915037a019e18d5695fb
--- /dev/null
+++ b/esc50_dev/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,64 @@
+# Running on gpub061.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 16:55:21 CDT 2024
+# SLURMD_NODENAME=gpub061
+# SLURM_ARRAY_JOB_ID=5099231
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=6
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099238
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728597314
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=1
+# SLURM_JOB_ID=5099238
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub061
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728424514
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub061
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=2748405
+# SLURM_TOPOLOGY_ADDR=ss00.ss11.gpub061
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.6.scp 
+2024-10-08 16:55:23 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 12510.35it/s]
+2024-10-08 16:55:31 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: begin_time=1728424521
+# Accounting: end_time=1728424534
+# Accounting: time=13 threads=1
+# Finished at Tue Oct 8 16:55:34 CDT 2024 with status 0
diff --git a/esc50_dev/logdir/codec_dump_ESPnet.7.log b/esc50_dev/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..e4f6fd9dcfb2f2c19c50d06b958ef5192cbf1b31
--- /dev/null
+++ b/esc50_dev/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,64 @@
+# Running on gpub010.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 16:55:21 CDT 2024
+# SLURMD_NODENAME=gpub010
+# SLURM_ARRAY_JOB_ID=5099231
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=7
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099239
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728597314
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=1
+# SLURM_JOB_ID=5099239
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub010
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728424514
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub010
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=3557123
+# SLURM_TOPOLOGY_ADDR=ss00.ss09.gpub010
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.7.scp 
+2024-10-08 16:55:23 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 13629.67it/s]
+2024-10-08 16:55:32 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: begin_time=1728424521
+# Accounting: end_time=1728424535
+# Accounting: time=14 threads=1
+# Finished at Tue Oct 8 16:55:35 CDT 2024 with status 0
diff --git a/esc50_dev/logdir/codec_dump_ESPnet.8.log b/esc50_dev/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..387ba3181665b9157456c99aed67d7d93029d735
--- /dev/null
+++ b/esc50_dev/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,64 @@
+# Running on gpub023.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 16:55:26 CDT 2024
+# SLURMD_NODENAME=gpub023
+# SLURM_ARRAY_JOB_ID=5099231
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=8
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099231
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728597314
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=0
+# SLURM_JOB_ID=5099231
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub023
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728424514
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub023
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=228082
+# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub023
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.8.scp 
+2024-10-08 16:57:33 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5244.63it/s]
+2024-10-08 17:00:43 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: begin_time=1728424526
+# Accounting: end_time=1728424927
+# Accounting: time=401 threads=1
+# Finished at Tue Oct 8 17:02:07 CDT 2024 with status 0
diff --git a/esc50_dev/logdir/q/codec_dump_ESPnet.log b/esc50_dev/logdir/q/codec_dump_ESPnet.log
new file mode 100644
index 0000000000000000000000000000000000000000..f322a4df81880b77111110cfaf33e597c5bd928d
--- /dev/null
+++ b/esc50_dev/logdir/q/codec_dump_ESPnet.log
@@ -0,0 +1 @@
+Submitted batch job 5099231
diff --git a/esc50_dev/logdir/q/codec_dump_ESPnet.sh b/esc50_dev/logdir/q/codec_dump_ESPnet.sh
new file mode 100644
index 0000000000000000000000000000000000000000..394148bd735074d7dac16d8fe976504439a40dcd
--- /dev/null
+++ b/esc50_dev/logdir/q/codec_dump_ESPnet.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+cd /scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+. ./path.sh
+( echo '#' Running on `hostname`
+  echo '#' Started at `date`
+  set | grep SLURM | while read line; do echo "# $line"; done
+  echo -n '# '; cat <<EOF
+python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank ${SLURM_ARRAY_TASK_ID} --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.scp 
+EOF
+) >dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+if [ "$CUDA_VISIBLE_DEVICES" == "NoDevFiles" ]; then
+  ( echo CUDA_VISIBLE_DEVICES set to NoDevFiles, unsetting it... 
+  )>>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+  unset CUDA_VISIBLE_DEVICES
+fi
+time1=`date +"%s"`
+ ( python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank ${SLURM_ARRAY_TASK_ID} --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.scp  ) &>>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+ret=$?
+sync || true
+time2=`date +"%s"`
+echo '#' Accounting: begin_time=$time1 >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: end_time=$time2 >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: time=$(($time2-$time1)) threads=1 >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Finished at `date` with status $ret >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+[ $ret -eq 137 ] && exit 100;
+touch dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/q/done.217060.$SLURM_ARRAY_TASK_ID
+exit $[$ret ? 1 : 0]
+## submitted with:
+# sbatch --export=PATH  -p gpuA40x4 --gres=gpu:1 -c 16 --mem 60000M --account=bbjs-delta-gpu --time 2-00:00:00  --open-mode=append -e dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/q/codec_dump_ESPnet.log -o dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/q/codec_dump_ESPnet.log --array 1-8 /scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/q/codec_dump_ESPnet.sh >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_dev/logdir/q/codec_dump_ESPnet.log 2>&1
diff --git a/esc50_dev/logdir/wav.1.scp b/esc50_dev/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..17bac5330a1a4a97ca26062c94dd06016942c69f
--- /dev/null
+++ b/esc50_dev/logdir/wav.1.scp
@@ -0,0 +1,40 @@
+2-102414-A-17 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:14
+2-102414-F-17 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:85398
+2-103423-A-3 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:148207
+2-103427-A-3 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:194727
+2-104952-A-16 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:239937
+2-106072-A-36 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:323690
+2-108760-A-14 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:472694
+2-108760-B-14 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:567435
+2-108763-A-9 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:664052
+2-108767-A-9 dump_16000/audio_raw_tts_mls/org/valid/data/format.1/data_wav.ark:778099
+2-109371-A-16 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:14
+2-109505-A-21 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:105174
+2-112213-A-39 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:121438
+2-114609-A-28 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:229346
+2-117615-C-48 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:283497
+2-117616-A-48 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:350524
+2-117795-A-3 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:436853
+2-118625-A-30 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:531252
+2-118817-A-32 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:566887
+2-119102-A-21 dump_16000/audio_raw_tts_mls/org/valid/data/format.2/data_wav.ark:645957
+2-119161-B-8 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:13
+2-119161-C-8 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:103468
+2-120218-B-30 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:165324
+2-121909-A-35 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:232265
+2-122067-A-45 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:341024
+2-128465-A-43 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:464358
+2-131943-A-38 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:575926
+2-135860-A-49 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:669937
+2-141563-A-39 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:742900
+2-141681-A-36 dump_16000/audio_raw_tts_mls/org/valid/data/format.3/data_wav.ark:782218
+2-151079-A-20 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:14
+2-154688-A-31 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:86569
+2-165801-A-48 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:123202
+2-166644-B-2 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:168258
+2-173559-A-39 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:275144
+2-18766-B-12 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:352812
+2-188822-A-40 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:421314
+2-188822-C-40 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:532328
+2-209471-A-25 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:660594
+2-209474-A-25 dump_16000/audio_raw_tts_mls/org/valid/data/format.4/data_wav.ark:760989
diff --git a/esc50_dev/logdir/wav.2.scp b/esc50_dev/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e5cc13d81a0a34424e00977bfc2717cae1801f6a
--- /dev/null
+++ b/esc50_dev/logdir/wav.2.scp
@@ -0,0 +1,40 @@
+2-30322-B-12 dump_16000/audio_raw_tts_mls/org/valid/data/format.5/data_wav.ark:13
+2-32834-A-4 dump_16000/audio_raw_tts_mls/org/valid/data/format.5/data_wav.ark:95166
+2-37806-C-40 dump_16000/audio_raw_tts_mls/org/valid/data/format.5/data_wav.ark:205259
+2-39443-B-19 dump_16000/audio_raw_tts_mls/org/valid/data/format.5/data_wav.ark:326926
+2-43802-A-42 dump_16000/audio_raw_tts_mls/org/valid/data/format.5/data_wav.ark:415477
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diff --git a/esc50_dev/token_lists/codec_token_list b/esc50_dev/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_dev/token_lists/codec_token_list
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new file mode 100644
index 0000000000000000000000000000000000000000..15914c0e3dca2eec89633f746433d539c7acd890
--- /dev/null
+++ b/esc50_dev/token_lists/g2p_token_list
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diff --git a/esc50_dev/utt2spk b/esc50_dev/utt2spk
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index 0000000000000000000000000000000000000000..41efb7c922ee55869940a1473d4178448dbf7e17
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diff --git a/esc50_dev/wav.scp b/esc50_dev/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..a8d9a0c409e0d55da85ba080f4f107d0c91d687b
--- /dev/null
+++ b/esc50_dev/wav.scp
@@ -0,0 +1,320 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.1.ark b/esc50_test/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.1.scp b/esc50_test/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.2.ark b/esc50_test/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.2.scp b/esc50_test/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.3.ark b/esc50_test/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.3.scp b/esc50_test/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.4.ark b/esc50_test/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.4.scp b/esc50_test/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.5.ark b/esc50_test/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.5.scp b/esc50_test/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.6.ark b/esc50_test/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.6.scp b/esc50_test/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.7.ark b/esc50_test/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.7.scp b/esc50_test/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.8.ark b/esc50_test/data/wav_codec_ESPnet.8.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/data/wav_codec_ESPnet.8.scp b/esc50_test/data/wav_codec_ESPnet.8.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/esc50_test/logdir/codec_dump_ESPnet.1.log b/esc50_test/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..f45641fecb82e3015b6a20a2f4db89523be6afee
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,74 @@
+# Running on gpub077.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 17:54:42 CDT 2024
+# SLURMD_NODENAME=gpub077
+# SLURM_ARRAY_JOB_ID=5099400
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=1
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099914
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728600876
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=3
+# SLURM_JOB_ID=5099914
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub077
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728428076
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub077
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=1901632
+# SLURM_TOPOLOGY_ADDR=ss00.ss12.gpub077
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.1.scp 
+2024-10-08 17:54:46 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5009.72it/s]
+2024-10-08 17:54:56 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+Traceback (most recent call last):
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
+    dump_codec(**args)
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
+    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
+    k, v = next(self.generator)
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
+    arkfd = open_like_kaldi(ark, "rb")
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
+    return io.open(name, mode, encoding=encoding)
+FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark'
+# Accounting: begin_time=1728428082
+# Accounting: end_time=1728428102
+# Accounting: time=20 threads=1
+# Finished at Tue Oct 8 17:55:02 CDT 2024 with status 1
diff --git a/esc50_test/logdir/codec_dump_ESPnet.2.log b/esc50_test/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..24469e295d1c950e3610be40b479381187d5810e
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,74 @@
+# Running on gpub028.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 17:54:43 CDT 2024
+# SLURMD_NODENAME=gpub028
+# SLURM_ARRAY_JOB_ID=5099400
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=2
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099915
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728600876
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=1
+# SLURM_JOB_ID=5099915
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub028
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728428076
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub028
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=2380526
+# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub028
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.2.scp 
+2024-10-08 17:54:46 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 8015.10it/s]
+2024-10-08 17:54:54 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+Traceback (most recent call last):
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
+    dump_codec(**args)
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
+    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
+    k, v = next(self.generator)
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
+    arkfd = open_like_kaldi(ark, "rb")
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
+    return io.open(name, mode, encoding=encoding)
+FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark'
+# Accounting: begin_time=1728428083
+# Accounting: end_time=1728428096
+# Accounting: time=13 threads=1
+# Finished at Tue Oct 8 17:54:56 CDT 2024 with status 1
diff --git a/esc50_test/logdir/codec_dump_ESPnet.3.log b/esc50_test/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..fa009130a960c7718babdb7eb15ca564743068ff
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,74 @@
+# Running on gpub053.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 17:54:42 CDT 2024
+# SLURMD_NODENAME=gpub053
+# SLURM_ARRAY_JOB_ID=5099400
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=3
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099916
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728600876
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=1
+# SLURM_JOB_ID=5099916
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub053
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728428076
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub053
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=1562891
+# SLURM_TOPOLOGY_ADDR=ss00.ss11.gpub053
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.3.scp 
+2024-10-08 17:54:45 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6997.12it/s]
+2024-10-08 17:54:53 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+Traceback (most recent call last):
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
+    dump_codec(**args)
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
+    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
+    k, v = next(self.generator)
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
+    arkfd = open_like_kaldi(ark, "rb")
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
+    return io.open(name, mode, encoding=encoding)
+FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.8/data_wav.ark'
+# Accounting: begin_time=1728428082
+# Accounting: end_time=1728428095
+# Accounting: time=13 threads=1
+# Finished at Tue Oct 8 17:54:55 CDT 2024 with status 1
diff --git a/esc50_test/logdir/codec_dump_ESPnet.4.log b/esc50_test/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..b5c1cb8382a86b6ae97e2352ab78989fefb88695
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,74 @@
+# Running on gpub088.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 17:54:48 CDT 2024
+# SLURMD_NODENAME=gpub088
+# SLURM_ARRAY_JOB_ID=5099400
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=4
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099917
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728600876
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=0
+# SLURM_JOB_ID=5099917
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub088
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728428076
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub088
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=4154443
+# SLURM_TOPOLOGY_ADDR=ss00.ss12.gpub088
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.4.scp 
+2024-10-08 17:58:05 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 3390.80it/s]
+2024-10-08 18:02:36 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+Traceback (most recent call last):
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
+    dump_codec(**args)
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
+    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
+    k, v = next(self.generator)
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
+    arkfd = open_like_kaldi(ark, "rb")
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
+    return io.open(name, mode, encoding=encoding)
+FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.12/data_wav.ark'
+# Accounting: begin_time=1728428088
+# Accounting: end_time=1728428591
+# Accounting: time=503 threads=1
+# Finished at Tue Oct 8 18:03:11 CDT 2024 with status 1
diff --git a/esc50_test/logdir/codec_dump_ESPnet.5.log b/esc50_test/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..de58fce3ec9d9865a365154a143691cb58f0f511
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,74 @@
+# Running on gpub007.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 17:54:42 CDT 2024
+# SLURMD_NODENAME=gpub007
+# SLURM_ARRAY_JOB_ID=5099400
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=5
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099918
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728600876
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=0
+# SLURM_JOB_ID=5099918
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub007
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728428076
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub007
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=889450
+# SLURM_TOPOLOGY_ADDR=ss00.ss09.gpub007
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.5.scp 
+2024-10-08 17:54:44 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 7783.57it/s]
+2024-10-08 17:54:53 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+Traceback (most recent call last):
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
+    dump_codec(**args)
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
+    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
+    k, v = next(self.generator)
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
+    arkfd = open_like_kaldi(ark, "rb")
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
+    return io.open(name, mode, encoding=encoding)
+FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.16/data_wav.ark'
+# Accounting: begin_time=1728428082
+# Accounting: end_time=1728428095
+# Accounting: time=13 threads=1
+# Finished at Tue Oct 8 17:54:55 CDT 2024 with status 1
diff --git a/esc50_test/logdir/codec_dump_ESPnet.6.log b/esc50_test/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..7ac438e52d12e891410c60bb74645d0b22edec0a
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,74 @@
+# Running on gpub007.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 17:54:42 CDT 2024
+# SLURMD_NODENAME=gpub007
+# SLURM_ARRAY_JOB_ID=5099400
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=6
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099919
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728600876
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=3
+# SLURM_JOB_ID=5099919
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub007
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728428076
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub007
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=889472
+# SLURM_TOPOLOGY_ADDR=ss00.ss09.gpub007
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.6.scp 
+2024-10-08 17:54:45 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5307.01it/s]
+2024-10-08 17:54:53 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+Traceback (most recent call last):
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
+    dump_codec(**args)
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
+    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
+    k, v = next(self.generator)
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
+    arkfd = open_like_kaldi(ark, "rb")
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
+    return io.open(name, mode, encoding=encoding)
+FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.20/data_wav.ark'
+# Accounting: begin_time=1728428083
+# Accounting: end_time=1728428095
+# Accounting: time=12 threads=1
+# Finished at Tue Oct 8 17:54:55 CDT 2024 with status 1
diff --git a/esc50_test/logdir/codec_dump_ESPnet.7.log b/esc50_test/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..41ee7248e0f87484261958b1b9315cd04f832fdb
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,74 @@
+# Running on gpub043.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 17:54:41 CDT 2024
+# SLURMD_NODENAME=gpub043
+# SLURM_ARRAY_JOB_ID=5099400
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=7
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099920
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728600876
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=1
+# SLURM_JOB_ID=5099920
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub043
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728428076
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub043
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=1153246
+# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub043
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.7.scp 
+2024-10-08 17:54:44 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 8920.26it/s]
+2024-10-08 17:54:53 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+Traceback (most recent call last):
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
+    dump_codec(**args)
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
+    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
+    k, v = next(self.generator)
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
+    arkfd = open_like_kaldi(ark, "rb")
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
+    return io.open(name, mode, encoding=encoding)
+FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.24/data_wav.ark'
+# Accounting: begin_time=1728428082
+# Accounting: end_time=1728428094
+# Accounting: time=12 threads=1
+# Finished at Tue Oct 8 17:54:54 CDT 2024 with status 1
diff --git a/esc50_test/logdir/codec_dump_ESPnet.8.log b/esc50_test/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..c1dd778d0a0d1739adf08cfaf1e68bfa0429097e
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,74 @@
+# Running on gpub056.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 17:54:42 CDT 2024
+# SLURMD_NODENAME=gpub056
+# SLURM_ARRAY_JOB_ID=5099400
+# SLURM_ARRAY_TASK_COUNT=8
+# SLURM_ARRAY_TASK_ID=8
+# SLURM_ARRAY_TASK_MAX=8
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5099400
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728600876
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=1
+# SLURM_JOB_ID=5099400
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub056
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728428076
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub056
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=312079
+# SLURM_TOPOLOGY_ADDR=ss00.ss11.gpub056
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.scp 
+2024-10-08 17:54:45 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 8369.08it/s]
+2024-10-08 17:54:54 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+Traceback (most recent call last):
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
+    dump_codec(**args)
+  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
+    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
+    k, v = next(self.generator)
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
+    arkfd = open_like_kaldi(ark, "rb")
+  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
+    return io.open(name, mode, encoding=encoding)
+FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.28/data_wav.ark'
+# Accounting: begin_time=1728428082
+# Accounting: end_time=1728428096
+# Accounting: time=14 threads=1
+# Finished at Tue Oct 8 17:54:56 CDT 2024 with status 1
diff --git a/esc50_test/logdir/q/codec_dump_ESPnet.log b/esc50_test/logdir/q/codec_dump_ESPnet.log
new file mode 100644
index 0000000000000000000000000000000000000000..1b3640b0173c4f3b43c1fd08787a7dcfa4903a51
--- /dev/null
+++ b/esc50_test/logdir/q/codec_dump_ESPnet.log
@@ -0,0 +1 @@
+Submitted batch job 5099400
diff --git a/esc50_test/logdir/q/codec_dump_ESPnet.sh b/esc50_test/logdir/q/codec_dump_ESPnet.sh
new file mode 100644
index 0000000000000000000000000000000000000000..7ec1c3694873d18b45e2df967c6591afcec8b209
--- /dev/null
+++ b/esc50_test/logdir/q/codec_dump_ESPnet.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+cd /scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+. ./path.sh
+( echo '#' Running on `hostname`
+  echo '#' Started at `date`
+  set | grep SLURM | while read line; do echo "# $line"; done
+  echo -n '# '; cat <<EOF
+python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank ${SLURM_ARRAY_TASK_ID} --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.scp 
+EOF
+) >dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+if [ "$CUDA_VISIBLE_DEVICES" == "NoDevFiles" ]; then
+  ( echo CUDA_VISIBLE_DEVICES set to NoDevFiles, unsetting it... 
+  )>>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+  unset CUDA_VISIBLE_DEVICES
+fi
+time1=`date +"%s"`
+ ( python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank ${SLURM_ARRAY_TASK_ID} --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.scp  ) &>>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+ret=$?
+sync || true
+time2=`date +"%s"`
+echo '#' Accounting: begin_time=$time1 >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: end_time=$time2 >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: time=$(($time2-$time1)) threads=1 >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Finished at `date` with status $ret >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+[ $ret -eq 137 ] && exit 100;
+touch dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/q/done.379736.$SLURM_ARRAY_TASK_ID
+exit $[$ret ? 1 : 0]
+## submitted with:
+# sbatch --export=PATH  -p gpuA40x4 --gres=gpu:1 -c 16 --mem 60000M --account=bbjs-delta-gpu --time 2-00:00:00  --open-mode=append -e dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/q/codec_dump_ESPnet.log -o dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/q/codec_dump_ESPnet.log --array 1-8 /scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/q/codec_dump_ESPnet.sh >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_test/logdir/q/codec_dump_ESPnet.log 2>&1
diff --git a/esc50_test/logdir/wav.1.scp b/esc50_test/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e2b55c9d9b3d7b5f0ab44aeafe9a421808adf519
--- /dev/null
+++ b/esc50_test/logdir/wav.1.scp
@@ -0,0 +1,50 @@
+1-100032-A-0 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:13
+1-100038-A-14 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:7980
+1-100210-A-36 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:125647
+1-100210-B-36 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:264649
+1-101296-A-19 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:403724
+1-101296-B-19 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:473410
+1-101336-A-30 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:545522
+1-101404-A-34 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:590497
+1-103298-A-9 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:658358
+1-103995-A-30 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:775754
+1-103999-A-30 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:793760
+1-104089-A-22 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:807994
+1-104089-B-22 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:929603
+1-105224-A-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:14
+1-110389-A-0 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:129043
+1-110537-A-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:137018
+1-115521-A-19 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:283810
+1-115545-A-48 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:331195
+1-115545-B-48 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:389627
+1-115545-C-48 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:448069
+1-115546-A-48 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:501049
+1-115920-A-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:552786
+1-115920-B-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:642513
+1-115921-A-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:746315
+1-116765-A-41 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:838297
+1-11687-A-47 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:966443
+1-118206-A-31 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:14
+1-118559-A-17 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:58580
+1-119125-A-45 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:134391
+1-121951-A-8 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:237724
+1-12653-A-15 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:298128
+1-12654-A-15 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:380525
+1-12654-B-15 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:443178
+1-13571-A-46 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:504764
+1-13572-A-46 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:610832
+1-13613-A-37 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:710218
+1-137-A-32 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:835559
+1-137296-A-16 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:904577
+1-14262-A-37 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:1004624
+1-155858-A-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:14
+1-155858-B-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:79772
+1-155858-C-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:160246
+1-155858-D-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:240642
+1-155858-E-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:322895
+1-155858-F-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:408872
+1-15689-A-4 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:483916
+1-15689-B-4 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:564469
+1-160563-A-48 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:643109
+1-160563-B-48 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:720722
+1-16568-A-3 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:790062
diff --git a/esc50_test/logdir/wav.2.scp b/esc50_test/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..435c7236ec5ac865cfdaa899ffa111ee594fdbf7
--- /dev/null
+++ b/esc50_test/logdir/wav.2.scp
@@ -0,0 +1,50 @@
+1-16746-A-15 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:861197
+1-17092-A-27 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:874704
+1-17092-B-27 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:13
+1-17124-A-43 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:56006
+1-17150-A-12 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:71699
+1-172649-A-40 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:161174
+1-172649-B-40 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:296157
+1-172649-C-40 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:427592
+1-172649-D-40 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:553206
+1-172649-E-40 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:679645
+1-172649-F-40 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:798915
+1-17295-A-29 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:926307
+1-17367-A-10 dump_16000/audio_raw_tts_mls/test/data/format.5/data_wav.ark:997241
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diff --git a/esc50_train/data.json b/esc50_train/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..01fe3b0686420364a1101922e5814e8f840990c6
--- /dev/null
+++ b/esc50_train/data.json
@@ -0,0 +1,1294 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 1280,
+    "examples": [
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+        "5-261439-A-15",
+        "5-261464-A-23",
+        "5-262641-A-15",
+        "5-263490-A-25",
+        "5-263491-A-25",
+        "5-263501-A-25",
+        "5-263775-A-26",
+        "5-263831-A-6",
+        "5-263831-B-6",
+        "5-263902-A-36",
+        "5-51149-A-25",
+        "5-61635-A-8",
+        "5-9032-A-0"
+    ]
+}
\ No newline at end of file
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diff --git a/esc50_train/data/wav_codec_ESPnet.1.scp b/esc50_train/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..6750e13530d7c62794ff407f0507eadc96db3704
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diff --git a/esc50_train/index_files/wav.scp b/esc50_train/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..6750e13530d7c62794ff407f0507eadc96db3704
--- /dev/null
+++ b/esc50_train/index_files/wav.scp
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+5-249937-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12315385
+5-250026-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12325406
+5-250258-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12335427
+5-250629-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12345448
+5-250753-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12355469
+5-251426-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12365490
+5-251426-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12375511
+5-251957-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12385532
+5-251962-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12395553
+5-251971-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12405574
+5-252248-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12415595
+5-253085-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12425615
+5-253085-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12435635
+5-253094-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12445656
+5-253094-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12455677
+5-253094-C-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12465698
+5-253101-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12475719
+5-253101-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12485740
+5-253101-C-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12495761
+5-253534-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12505782
+5-254160-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12515803
+5-254832-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12525824
+5-254832-B-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12535845
+5-256452-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12545865
+5-256512-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12555886
+5-257349-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12565907
+5-257642-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12575928
+5-257839-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12585949
+5-259169-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12595969
+5-259180-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12605990
+5-259514-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12616011
+5-260011-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12626032
+5-260432-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12636053
+5-260433-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12646074
+5-260434-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12656095
+5-260875-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12666116
+5-261325-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12676136
+5-261433-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12686157
+5-261439-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12696178
+5-261464-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12706199
+5-262641-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12716220
+5-263490-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12726241
+5-263491-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12736262
+5-263501-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12746283
+5-263775-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12756304
+5-263831-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12766324
+5-263831-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12776344
+5-263902-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12786365
+5-51149-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12796385
+5-61635-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12806404
+5-9032-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark:12816422
diff --git a/esc50_train/logdir/codec_dump_ESPnet.1.log b/esc50_train/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..9b5e3a99dcab419629b41cec2cafee9d30f21d25
--- /dev/null
+++ b/esc50_train/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,64 @@
+# Running on gpub053.delta.ncsa.illinois.edu
+# Started at Tue Oct 8 16:00:09 CDT 2024
+# SLURMD_NODENAME=gpub053
+# SLURM_ARRAY_JOB_ID=5098660
+# SLURM_ARRAY_TASK_COUNT=1
+# SLURM_ARRAY_TASK_ID=1
+# SLURM_ARRAY_TASK_MAX=1
+# SLURM_ARRAY_TASK_MIN=1
+# SLURM_ARRAY_TASK_STEP=1
+# SLURM_CLUSTER_NAME=delta
+# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
+# SLURM_CPUS_ON_NODE=16
+# SLURM_CPUS_PER_TASK=16
+# SLURM_EXPORT_ENV=PATH
+# SLURM_GET_USER_ENV=1
+# SLURM_GPUS_ON_NODE=1
+# SLURM_GTIDS=0
+# SLURM_JOBID=5098660
+# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
+# SLURM_JOB_CPUS_PER_NODE=16
+# SLURM_JOB_END_TIME=1728593996
+# SLURM_JOB_GID=202
+# SLURM_JOB_GPUS=1
+# SLURM_JOB_ID=5098660
+# SLURM_JOB_NAME=codec_dump_ESPnet.sh
+# SLURM_JOB_NODELIST=gpub053
+# SLURM_JOB_NUM_NODES=1
+# SLURM_JOB_PARTITION=gpuA40x4
+# SLURM_JOB_QOS=bbjs-delta-gpu
+# SLURM_JOB_START_TIME=1728421196
+# SLURM_JOB_UID=68099
+# SLURM_JOB_USER=shi3
+# SLURM_LOCALID=0
+# SLURM_MEM_PER_NODE=60000
+# SLURM_MPI_TYPE=pmi2
+# SLURM_NNODES=1
+# SLURM_NODEID=0
+# SLURM_NODELIST=gpub053
+# SLURM_OPEN_MODE=a
+# SLURM_PRIO_PROCESS=0
+# SLURM_PROCID=0
+# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
+# SLURM_TASKS_PER_NODE=1
+# SLURM_TASK_PID=661556
+# SLURM_TOPOLOGY_ADDR=ss00.ss11.gpub053
+# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
+# SLURM_TRES_PER_TASK=cpu:16
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.1.scp 
+2024-10-08 16:02:28 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 3494.77it/s]
+2024-10-08 16:05:43 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-audioset_soundstream_16k/snapshots/ab2df0ac7e2201d368fc21a66fb6fb7f74567138/exp/codec_mls_audio_soundstream4_large_v1.1/config.yaml
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: begin_time=1728421209
+# Accounting: end_time=1728421587
+# Accounting: time=378 threads=1
+# Finished at Tue Oct 8 16:06:27 CDT 2024 with status 0
diff --git a/esc50_train/logdir/q/codec_dump_ESPnet.log b/esc50_train/logdir/q/codec_dump_ESPnet.log
new file mode 100644
index 0000000000000000000000000000000000000000..01c1c77f242656979c32918504a1504176e6508b
--- /dev/null
+++ b/esc50_train/logdir/q/codec_dump_ESPnet.log
@@ -0,0 +1 @@
+Submitted batch job 5098660
diff --git a/esc50_train/logdir/q/codec_dump_ESPnet.sh b/esc50_train/logdir/q/codec_dump_ESPnet.sh
new file mode 100644
index 0000000000000000000000000000000000000000..7acf8c4a96f96fa7500300686454d9aaabdfa839
--- /dev/null
+++ b/esc50_train/logdir/q/codec_dump_ESPnet.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+cd /scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
+. ./path.sh
+( echo '#' Running on `hostname`
+  echo '#' Started at `date`
+  set | grep SLURM | while read line; do echo "# $line"; done
+  echo -n '# '; cat <<EOF
+python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank ${SLURM_ARRAY_TASK_ID} --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.scp 
+EOF
+) >dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+if [ "$CUDA_VISIBLE_DEVICES" == "NoDevFiles" ]; then
+  ( echo CUDA_VISIBLE_DEVICES set to NoDevFiles, unsetting it... 
+  )>>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+  unset CUDA_VISIBLE_DEVICES
+fi
+time1=`date +"%s"`
+ ( python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank ${SLURM_ARRAY_TASK_ID} --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-audioset_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.scp  ) &>>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+ret=$?
+sync || true
+time2=`date +"%s"`
+echo '#' Accounting: begin_time=$time1 >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: end_time=$time2 >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: time=$(($time2-$time1)) threads=1 >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Finished at `date` with status $ret >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+[ $ret -eq 137 ] && exit 100;
+touch dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/q/done.3768133.$SLURM_ARRAY_TASK_ID
+exit $[$ret ? 1 : 0]
+## submitted with:
+# sbatch --export=PATH  -p gpuA40x4 --gres=gpu:1 -c 16 --mem 60000M --account=bbjs-delta-gpu --time 2-00:00:00  --open-mode=append -e dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/q/codec_dump_ESPnet.log -o dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/q/codec_dump_ESPnet.log --array 1-1 /scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/q/codec_dump_ESPnet.sh >>dump_16000/raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16k/esc50_train/logdir/q/codec_dump_ESPnet.log 2>&1
diff --git a/esc50_train/logdir/wav.1.scp b/esc50_train/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..ee1bf9da79ed7b972f34e52fa4647f3685a8f173
--- /dev/null
+++ b/esc50_train/logdir/wav.1.scp
@@ -0,0 +1,1280 @@
+2-100648-A-43 dump_16000/audio_raw_tts_mls/org/train/data/format.1/data_wav.ark:14
+2-100786-A-1 dump_16000/audio_raw_tts_mls/org/train/data/format.1/data_wav.ark:128590
+2-101676-A-10 dump_16000/audio_raw_tts_mls/org/train/data/format.1/data_wav.ark:186488
+2-102414-B-17 dump_16000/audio_raw_tts_mls/org/train/data/format.1/data_wav.ark:309578
+2-102414-C-17 dump_16000/audio_raw_tts_mls/org/train/data/format.1/data_wav.ark:388168
+2-102414-D-17 dump_16000/audio_raw_tts_mls/org/train/data/format.1/data_wav.ark:452437
+2-102414-E-17 dump_16000/audio_raw_tts_mls/org/train/data/format.1/data_wav.ark:508837
+2-102414-G-17 dump_16000/audio_raw_tts_mls/org/train/data/format.1/data_wav.ark:585085
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diff --git a/esc50_train/utt2spk b/esc50_train/utt2spk
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diff --git a/esc50_train/wav.scp b/esc50_train/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..6750e13530d7c62794ff407f0507eadc96db3704
--- /dev/null
+++ b/esc50_train/wav.scp
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