diff --git a/mls_pt_test/data.json b/mls_pt_test/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..69d34472a18d0455943f7718e33d1846d1d9cdcc
--- /dev/null
+++ b/mls_pt_test/data.json
@@ -0,0 +1,886 @@
+{
+    "task": "ssl2codec",
+    "vocabularies": [
+        "dump/raw_ssl2codec_mlsen/mls_pt_test/token_lists/ssl_token_list",
+        "dump/raw_ssl2codec_mlsen/mls_pt_test/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump/raw_ssl2codec_mlsen/mls_pt_test/index_files/ssl_wav.scp,ssl,kaldi_ark",
+        "dump/raw_ssl2codec_mlsen/mls_pt_test/index_files/utt2spk,spk,text",
+        "dump/raw_ssl2codec_mlsen/mls_pt_test/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 871,
+    "examples": [
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+    ]
+}
\ No newline at end of file
diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.1.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.1.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.1.ark differ
diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.1.scp b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..216673cae8a321640abf10bd7b7f9f3c731c55e7
--- /dev/null
+++ b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.1.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.10.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.10.ark
new file mode 100644
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.10.scp b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.10.scp
new file mode 100644
index 0000000000000000000000000000000000000000..6e5eb2cb42e890aeb105a2a69e047099b7244981
--- /dev/null
+++ b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.10.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.11.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.11.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.11.ark differ
diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.11.scp b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.11.scp
new file mode 100644
index 0000000000000000000000000000000000000000..c6edc95a83609e5cfceb12b1f64556ae0a6c4837
--- /dev/null
+++ b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.11.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.12.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.12.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.12.scp b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.12.scp
new file mode 100644
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.14.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.14.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.15.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.15.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.17.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.17.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.18.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.18.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.29.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.29.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.3.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.3.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.30.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.30.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.31.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.31.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.32.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.32.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.33.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.33.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.34.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.34.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.4.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.4.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.40.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.40.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.5.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.5.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.51.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.51.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.52.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.52.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.53.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.53.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.54.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.54.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.55.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.55.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.56.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.56.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.57.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.57.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.59.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.59.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.6.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.6.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.60.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.60.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.60.scp b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.60.scp
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.61.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.61.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.62.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.62.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.63.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.63.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.64.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.64.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.7.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.7.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.8.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.8.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.8.scp b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.8.scp
new file mode 100644
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.9.ark b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.9.ark
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diff --git a/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.9.scp b/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.9.scp
new file mode 100644
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.1.ark b/mls_pt_test/data/wav_codec_ESPnet.1.ark
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.1.scp b/mls_pt_test/data/wav_codec_ESPnet.1.scp
new file mode 100644
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+++ b/mls_pt_test/data/wav_codec_ESPnet.1.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.10.ark b/mls_pt_test/data/wav_codec_ESPnet.10.ark
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.10.scp b/mls_pt_test/data/wav_codec_ESPnet.10.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.10.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.11.ark b/mls_pt_test/data/wav_codec_ESPnet.11.ark
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.11.scp b/mls_pt_test/data/wav_codec_ESPnet.11.scp
new file mode 100644
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--- /dev/null
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.12.ark b/mls_pt_test/data/wav_codec_ESPnet.12.ark
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.12.scp b/mls_pt_test/data/wav_codec_ESPnet.12.scp
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.12.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.13.ark b/mls_pt_test/data/wav_codec_ESPnet.13.ark
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--- /dev/null
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.14.ark b/mls_pt_test/data/wav_codec_ESPnet.14.ark
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.16.ark b/mls_pt_test/data/wav_codec_ESPnet.16.ark
new file mode 100644
index 0000000000000000000000000000000000000000..2b45de2b9892747a84279a78789416af28ef7614
Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.16.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.16.scp b/mls_pt_test/data/wav_codec_ESPnet.16.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f198e07c8745b46b708942802f7af9f10dbc54a3
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.16.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.17.ark b/mls_pt_test/data/wav_codec_ESPnet.17.ark
new file mode 100644
index 0000000000000000000000000000000000000000..8c307276402ca4f4ae7078cb0dad030a7d71ac77
Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.17.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.17.scp b/mls_pt_test/data/wav_codec_ESPnet.17.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d5cd85effb792d14303968b87dbf4e2e2173ffcc
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.17.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.18.ark b/mls_pt_test/data/wav_codec_ESPnet.18.ark
new file mode 100644
index 0000000000000000000000000000000000000000..f04a7a9971593ac88a4df7734795ec7edca7ae7d
Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.18.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.18.scp b/mls_pt_test/data/wav_codec_ESPnet.18.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1afbbcd6d2e8c731114dd37f684f98da39c99063
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.18.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.19.ark b/mls_pt_test/data/wav_codec_ESPnet.19.ark
new file mode 100644
index 0000000000000000000000000000000000000000..8e852c7e3105ae4abc8684b222795e18a697e701
Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.19.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.19.scp b/mls_pt_test/data/wav_codec_ESPnet.19.scp
new file mode 100644
index 0000000000000000000000000000000000000000..35d2751c2046f1cd28b06c825f462e399fb8b278
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.19.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.2.ark b/mls_pt_test/data/wav_codec_ESPnet.2.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.2.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.2.scp b/mls_pt_test/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..fb9a6681abf56a58f6063c611d4d36a288a22ddb
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.20.ark b/mls_pt_test/data/wav_codec_ESPnet.20.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.20.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.20.scp b/mls_pt_test/data/wav_codec_ESPnet.20.scp
new file mode 100644
index 0000000000000000000000000000000000000000..68d00b097e9f18b7d4b216a886fbe1504c816831
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.20.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.21.ark b/mls_pt_test/data/wav_codec_ESPnet.21.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.21.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.21.scp b/mls_pt_test/data/wav_codec_ESPnet.21.scp
new file mode 100644
index 0000000000000000000000000000000000000000..000bcf84a267dd6400e1de3282766a0dd4db987f
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.21.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.22.ark b/mls_pt_test/data/wav_codec_ESPnet.22.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.22.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.22.scp b/mls_pt_test/data/wav_codec_ESPnet.22.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.22.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.23.ark b/mls_pt_test/data/wav_codec_ESPnet.23.ark
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.23.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.23.scp b/mls_pt_test/data/wav_codec_ESPnet.23.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.23.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.24.ark b/mls_pt_test/data/wav_codec_ESPnet.24.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.24.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.24.scp b/mls_pt_test/data/wav_codec_ESPnet.24.scp
new file mode 100644
index 0000000000000000000000000000000000000000..9270985d77ece434356c2599487f3739f4130d50
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.24.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.25.ark b/mls_pt_test/data/wav_codec_ESPnet.25.ark
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.25.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.25.scp b/mls_pt_test/data/wav_codec_ESPnet.25.scp
new file mode 100644
index 0000000000000000000000000000000000000000..9b9ba16c138b69dd20ea95b6d99c955c9dcfe2e2
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.25.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.26.ark b/mls_pt_test/data/wav_codec_ESPnet.26.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.26.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.26.scp b/mls_pt_test/data/wav_codec_ESPnet.26.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.26.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.27.ark b/mls_pt_test/data/wav_codec_ESPnet.27.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.27.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.27.scp b/mls_pt_test/data/wav_codec_ESPnet.27.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.27.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.28.ark b/mls_pt_test/data/wav_codec_ESPnet.28.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.28.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.28.scp b/mls_pt_test/data/wav_codec_ESPnet.28.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.28.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.29.ark b/mls_pt_test/data/wav_codec_ESPnet.29.ark
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.29.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.29.scp b/mls_pt_test/data/wav_codec_ESPnet.29.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.29.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.3.ark b/mls_pt_test/data/wav_codec_ESPnet.3.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.3.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.3.scp b/mls_pt_test/data/wav_codec_ESPnet.3.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.30.ark b/mls_pt_test/data/wav_codec_ESPnet.30.ark
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.30.scp b/mls_pt_test/data/wav_codec_ESPnet.30.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.30.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.31.ark b/mls_pt_test/data/wav_codec_ESPnet.31.ark
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.31.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.31.scp b/mls_pt_test/data/wav_codec_ESPnet.31.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.31.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.32.ark b/mls_pt_test/data/wav_codec_ESPnet.32.ark
new file mode 100644
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.32.scp b/mls_pt_test/data/wav_codec_ESPnet.32.scp
new file mode 100644
index 0000000000000000000000000000000000000000..a3f0b3e5e3d9287bac8039aefde39427118e7839
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.32.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.33.ark b/mls_pt_test/data/wav_codec_ESPnet.33.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.33.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.33.scp b/mls_pt_test/data/wav_codec_ESPnet.33.scp
new file mode 100644
index 0000000000000000000000000000000000000000..0c4b3503e0dc562a8ba8844854af398a5d8dacf2
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.33.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.34.ark b/mls_pt_test/data/wav_codec_ESPnet.34.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.34.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.34.scp b/mls_pt_test/data/wav_codec_ESPnet.34.scp
new file mode 100644
index 0000000000000000000000000000000000000000..988b9a4d725b367e4d2f0af7b2e8d26368fae999
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.34.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.35.ark b/mls_pt_test/data/wav_codec_ESPnet.35.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.35.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.35.scp b/mls_pt_test/data/wav_codec_ESPnet.35.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d114992519167c5f37655d883bcfe77ee8cad45f
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.35.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.36.ark b/mls_pt_test/data/wav_codec_ESPnet.36.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.36.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.36.scp b/mls_pt_test/data/wav_codec_ESPnet.36.scp
new file mode 100644
index 0000000000000000000000000000000000000000..3f874f37f9ef0de7cf4688abce66ae917abf075f
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.36.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.37.ark b/mls_pt_test/data/wav_codec_ESPnet.37.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.37.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.37.scp b/mls_pt_test/data/wav_codec_ESPnet.37.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f0ef009bad027a4daa375dec799908029e774d96
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.37.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.38.ark b/mls_pt_test/data/wav_codec_ESPnet.38.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.38.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.38.scp b/mls_pt_test/data/wav_codec_ESPnet.38.scp
new file mode 100644
index 0000000000000000000000000000000000000000..bd8e412267f0fa77c917607d393a034218a6729c
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.38.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.39.ark b/mls_pt_test/data/wav_codec_ESPnet.39.ark
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.39.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.39.scp b/mls_pt_test/data/wav_codec_ESPnet.39.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.39.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.4.ark b/mls_pt_test/data/wav_codec_ESPnet.4.ark
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.4.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.4.scp b/mls_pt_test/data/wav_codec_ESPnet.4.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.4.scp
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+++ b/mls_pt_test/data/wav_codec_ESPnet.40.scp
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new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.41.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.42.scp b/mls_pt_test/data/wav_codec_ESPnet.42.scp
new file mode 100644
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+++ b/mls_pt_test/data/wav_codec_ESPnet.42.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.43.scp b/mls_pt_test/data/wav_codec_ESPnet.43.scp
new file mode 100644
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+++ b/mls_pt_test/data/wav_codec_ESPnet.45.scp
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+++ b/mls_pt_test/data/wav_codec_ESPnet.46.scp
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new file mode 100644
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.58.ark b/mls_pt_test/data/wav_codec_ESPnet.58.ark
new file mode 100644
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.58.scp b/mls_pt_test/data/wav_codec_ESPnet.58.scp
new file mode 100644
index 0000000000000000000000000000000000000000..815e67c9e5cf23fb32403121c7cfb7178492ec23
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.58.scp
@@ -0,0 +1,13 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.59.ark b/mls_pt_test/data/wav_codec_ESPnet.59.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.59.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.59.scp b/mls_pt_test/data/wav_codec_ESPnet.59.scp
new file mode 100644
index 0000000000000000000000000000000000000000..8b2f578bc1664faff42bc0a76b2ea389366b3f2e
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.59.scp
@@ -0,0 +1,13 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.6.ark b/mls_pt_test/data/wav_codec_ESPnet.6.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.6.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.6.scp b/mls_pt_test/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1ddce1034034f30a0acf5a8866ee291b4a36acc7
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,14 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.60.ark b/mls_pt_test/data/wav_codec_ESPnet.60.ark
new file mode 100644
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Binary files /dev/null and b/mls_pt_test/data/wav_codec_ESPnet.60.ark differ
diff --git a/mls_pt_test/data/wav_codec_ESPnet.60.scp b/mls_pt_test/data/wav_codec_ESPnet.60.scp
new file mode 100644
index 0000000000000000000000000000000000000000..7e09f8c50d6a9766bd2db63cb04ddb56653a14d6
--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.60.scp
@@ -0,0 +1,13 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.61.ark b/mls_pt_test/data/wav_codec_ESPnet.61.ark
new file mode 100644
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.61.scp b/mls_pt_test/data/wav_codec_ESPnet.61.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.61.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.62.ark b/mls_pt_test/data/wav_codec_ESPnet.62.ark
new file mode 100644
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.62.scp b/mls_pt_test/data/wav_codec_ESPnet.62.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.62.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.63.ark b/mls_pt_test/data/wav_codec_ESPnet.63.ark
new file mode 100644
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.63.scp b/mls_pt_test/data/wav_codec_ESPnet.63.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.63.scp
@@ -0,0 +1,13 @@
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.64.ark b/mls_pt_test/data/wav_codec_ESPnet.64.ark
new file mode 100644
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.64.scp b/mls_pt_test/data/wav_codec_ESPnet.64.scp
new file mode 100644
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.64.scp
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diff --git a/mls_pt_test/data/wav_codec_ESPnet.7.ark b/mls_pt_test/data/wav_codec_ESPnet.7.ark
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--- /dev/null
+++ b/mls_pt_test/data/wav_codec_ESPnet.7.scp
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diff --git a/mls_pt_test/index_files/utt2spk b/mls_pt_test/index_files/utt2spk
new file mode 100644
index 0000000000000000000000000000000000000000..5763d017925929b59c7eb71b5d729a8b13f6cc73
--- /dev/null
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diff --git a/mls_pt_test/index_files/wav.scp b/mls_pt_test/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d8f6a219bcfcb005f5e78f57a78d4ece3aa3b9eb
--- /dev/null
+++ b/mls_pt_test/index_files/wav.scp
@@ -0,0 +1,871 @@
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+013063_13511_000045 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:273770
+013063_13511_000044 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:238943
+013063_13511_000043 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:205076
+013063_13511_000039 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:100648
+013063_13511_000035 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:20
+013063_13511_000041 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:151422
+013063_13511_000042 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:179089
+013063_13511_000038 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:74701
+013063_13511_000037 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:50714
+013063_13511_000047 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:349744
+013063_13511_000036 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:29527
+013063_13511_000040 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.61.ark:131355
+013063_13511_000057 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:274303
+013063_13511_000049 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:31967
+013063_13511_000056 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:238596
+013063_13511_000053 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:146235
+013063_13511_000048 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:20
+013063_13511_000055 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:207569
+013063_13511_000052 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:115488
+013063_13511_000054 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:180342
+013063_13511_000051 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:90221
+013063_13511_000059 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:336077
+013063_13511_000058 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:314130
+013063_13511_000050 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:68834
+013063_13511_000060 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.62.ark:359064
+013063_13511_000068 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:237169
+013063_13511_000066 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:168875
+013063_13511_000065 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:128848
+013063_13511_000062 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:25807
+013063_13511_000072 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:357677
+013063_13511_000064 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:92341
+013063_13511_000071 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:324890
+013063_13511_000067 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:208902
+013063_13511_000063 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:64834
+013063_13511_000061 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:20
+013063_13511_000070 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:300783
+013063_13511_000069 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:277196
+013063_13511_000073 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.63.ark:394984
+013063_13511_000079 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:164915
+013063_13511_000082 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:271756
+013063_13511_000074 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:20
+013063_13511_000085 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:367077
+013063_13511_000077 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:105821
+013063_13511_000086 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:405024
+013063_13511_000080 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:204942
+013063_13511_000076 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:71474
+013063_13511_000075 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:38247
+013063_13511_000081 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:239929
+013063_13511_000084 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:337890
+013063_13511_000083 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:311623
+013063_13511_000078 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.64.ark:143128
diff --git a/mls_pt_test/logdir/q/codec_dump_ESPnet.sh b/mls_pt_test/logdir/q/codec_dump_ESPnet.sh
new file mode 100644
index 0000000000000000000000000000000000000000..d659628f8593b6c8b8a9b632b7d327feefe4ad38
--- /dev/null
+++ b/mls_pt_test/logdir/q/codec_dump_ESPnet.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+cd /scratch/bbjs/ywu13/projects/TTS_projects/speechlm_vc/speechlm_dev/espnet/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 3 --bias 0 --dump_audio false --rank ${SLURM_ARRAY_TASK_ID} --vocab_file dump/raw_ssl2codec_mlsen/mls_pt_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.scp --checkpoint_path null --config_path null --hf_model_tag espnet/owsmdata_soundstream_16k_200epoch scp:dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.scp 
+EOF
+) >dump/raw_ssl2codec_mlsen/mls_pt_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/raw_ssl2codec_mlsen/mls_pt_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 3 --bias 0 --dump_audio false --rank ${SLURM_ARRAY_TASK_ID} --vocab_file dump/raw_ssl2codec_mlsen/mls_pt_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_resyn_ESPnet.${SLURM_ARRAY_TASK_ID}.scp --checkpoint_path null --config_path null --hf_model_tag espnet/owsmdata_soundstream_16k_200epoch scp:dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.ark,dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.${SLURM_ARRAY_TASK_ID}.scp  ) &>>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+ret=$?
+sync || true
+time2=`date +"%s"`
+echo '#' Accounting: begin_time=$time1 >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: end_time=$time2 >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: time=$(($time2-$time1)) threads=1 >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+echo '#' Finished at `date` with status $ret >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/codec_dump_ESPnet.$SLURM_ARRAY_TASK_ID.log
+[ $ret -eq 137 ] && exit 100;
+touch dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/done.135567.$SLURM_ARRAY_TASK_ID
+exit $[$ret ? 1 : 0]
+## submitted with:
+# sbatch --export=PATH  --time 4:00:00 -p gpuA100x4 --gres=gpu:1 -c 16 --mem 60000M --account=bbjs-delta-gpu  --open-mode=append -e dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/codec_dump_ESPnet.log -o dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/codec_dump_ESPnet.log --array 1-64 /scratch/bbjs/ywu13/projects/TTS_projects/speechlm_vc/speechlm_dev/espnet/egs2/mls/speechlm1/dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/codec_dump_ESPnet.sh >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/codec_dump_ESPnet.log 2>&1
diff --git a/mls_pt_test/logdir/q/ssl_dump_espnet_hubert.sh b/mls_pt_test/logdir/q/ssl_dump_espnet_hubert.sh
new file mode 100644
index 0000000000000000000000000000000000000000..006441a1ec86d53571968c1ce5ac6a90153942f6
--- /dev/null
+++ b/mls_pt_test/logdir/q/ssl_dump_espnet_hubert.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+cd /scratch/bbjs/ywu13/projects/TTS_projects/speechlm_vc/speechlm_dev/espnet/egs2/mls/speechlm1
+. ./path.sh
+( echo '#' Running on `hostname`
+  echo '#' Started at `date`
+  set | grep SLURM | while read line; do echo "# $line"; done
+  echo -n '# '; cat <<EOF
+python3 pyscripts/feats/dump_km_label.py --online_feature_extract true --km_path exp/kmeans_xues/km_5000.mdl --batch_bins 4800000 --in_filetype kaldi_ark --out_filetype mat --use_gpu true --feature_conf "{         type=espnet_hubert,         conf={             sample_rate=16000,             hubert_model_path=exp/kmeans_xues/38epoch.pth,             layer=16         }     }" --utt2num_samples dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/utt2num_samples.${SLURM_ARRAY_TASK_ID} scp:dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/ssl_wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump/raw_ssl2codec_mlsen/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.${SLURM_ARRAY_TASK_ID}.ark,dump/raw_ssl2codec_mlsen/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.${SLURM_ARRAY_TASK_ID}.scp 
+EOF
+) >dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/ssl_dump_espnet_hubert.$SLURM_ARRAY_TASK_ID.log
+if [ "$CUDA_VISIBLE_DEVICES" == "NoDevFiles" ]; then
+  ( echo CUDA_VISIBLE_DEVICES set to NoDevFiles, unsetting it... 
+  )>>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/ssl_dump_espnet_hubert.$SLURM_ARRAY_TASK_ID.log
+  unset CUDA_VISIBLE_DEVICES
+fi
+time1=`date +"%s"`
+ ( python3 pyscripts/feats/dump_km_label.py --online_feature_extract true --km_path exp/kmeans_xues/km_5000.mdl --batch_bins 4800000 --in_filetype kaldi_ark --out_filetype mat --use_gpu true --feature_conf "{         type=espnet_hubert,         conf={             sample_rate=16000,             hubert_model_path=exp/kmeans_xues/38epoch.pth,             layer=16         }     }" --utt2num_samples dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/utt2num_samples.${SLURM_ARRAY_TASK_ID} scp:dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/ssl_wav.${SLURM_ARRAY_TASK_ID}.scp ark,scp:dump/raw_ssl2codec_mlsen/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.${SLURM_ARRAY_TASK_ID}.ark,dump/raw_ssl2codec_mlsen/mls_pt_test/data/ssl_wav_ssl_espnet_hubert.${SLURM_ARRAY_TASK_ID}.scp  ) &>>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/ssl_dump_espnet_hubert.$SLURM_ARRAY_TASK_ID.log
+ret=$?
+sync || true
+time2=`date +"%s"`
+echo '#' Accounting: begin_time=$time1 >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/ssl_dump_espnet_hubert.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: end_time=$time2 >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/ssl_dump_espnet_hubert.$SLURM_ARRAY_TASK_ID.log
+echo '#' Accounting: time=$(($time2-$time1)) threads=1 >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/ssl_dump_espnet_hubert.$SLURM_ARRAY_TASK_ID.log
+echo '#' Finished at `date` with status $ret >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/ssl_dump_espnet_hubert.$SLURM_ARRAY_TASK_ID.log
+[ $ret -eq 137 ] && exit 100;
+touch dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/done.112340.$SLURM_ARRAY_TASK_ID
+exit $[$ret ? 1 : 0]
+## submitted with:
+# sbatch --export=PATH  -p gpuA100x4 --gres=gpu:1 -c 16 --mem 60000M --account=bbjs-delta-gpu --time 4:00:00  --open-mode=append -e dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/ssl_dump_espnet_hubert.log -o dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/ssl_dump_espnet_hubert.log --array 1-64 /scratch/bbjs/ywu13/projects/TTS_projects/speechlm_vc/speechlm_dev/espnet/egs2/mls/speechlm1/dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/ssl_dump_espnet_hubert.sh >>dump/raw_ssl2codec_mlsen/mls_pt_test/logdir/q/ssl_dump_espnet_hubert.log 2>&1
diff --git a/mls_pt_test/logdir/ssl_wav.1.scp b/mls_pt_test/logdir/ssl_wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4583c5a06d5d6dd4a54bddfd8cb07d4edbfc1324
--- /dev/null
+++ b/mls_pt_test/logdir/ssl_wav.1.scp
@@ -0,0 +1,14 @@
+003050_2941_000000 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:19
+003050_2941_000001 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:249436
+003050_2941_000002 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:616071
+003050_2941_000003 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:865215
+003050_2941_000004 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:1029954
+003050_2941_000005 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:1322547
+003050_2941_000006 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:1641395
+003050_2941_000007 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:1957182
+003050_2941_000008 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:2190375
+003050_2941_000009 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.1/data_wav.scp.ark:2402800
+003050_2941_000010 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.2/data_wav.scp.ark:19
+003050_2941_000011 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.2/data_wav.scp.ark:236423
+003050_2941_000012 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.2/data_wav.scp.ark:512970
+003050_2941_000013 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.2/data_wav.scp.ark:814662
diff --git a/mls_pt_test/logdir/ssl_wav.10.scp b/mls_pt_test/logdir/ssl_wav.10.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1669193894e7c81ca4c17144016d788b639a65fb
--- /dev/null
+++ b/mls_pt_test/logdir/ssl_wav.10.scp
@@ -0,0 +1,14 @@
+004405_3648_000022 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.13/data_wav.scp.ark:1446388
+004405_3648_000023 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.13/data_wav.scp.ark:1622281
+004405_3648_000024 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.13/data_wav.scp.ark:1826858
+004405_3648_000025 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.13/data_wav.scp.ark:2019044
+004405_3648_000026 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:19
+004405_3648_000027 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:338723
+004405_3648_000028 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:549767
+004405_3648_000029 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:815788
+004405_3648_000030 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:1018204
+004405_3648_000031 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:1225858
+004405_3648_000032 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:1428726
+004405_3648_000033 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:1743215
+004405_3648_000034 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:2095566
+004405_3648_000035 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.14/data_wav.scp.ark:2378744
diff --git a/mls_pt_test/logdir/ssl_wav.11.scp b/mls_pt_test/logdir/ssl_wav.11.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1daaba4cb65e9ee6f7b7b4aab60337f1aa7d4574
--- /dev/null
+++ b/mls_pt_test/logdir/ssl_wav.11.scp
@@ -0,0 +1,14 @@
+004405_3648_000036 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:19
+004405_3648_000037 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:265329
+004405_3648_000038 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:487471
+004405_3648_000039 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:806490
+004405_3648_000040 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:994224
+004405_3648_000041 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:1225655
+004405_3648_000042 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:1553088
+004405_3648_000043 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:1867559
+004405_3648_000044 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:2216301
+004405_3648_000045 dump/audio_raw_ssl2codec_mlsen/mls_pt_test/data/format.15/data_wav.scp.ark:2510574
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diff --git a/mls_pt_test/logdir/ssl_wav.12.scp b/mls_pt_test/logdir/ssl_wav.12.scp
new file mode 100644
index 0000000000000000000000000000000000000000..a35aa6883f9c30467eaa645a1e96a8114329a058
--- /dev/null
+++ b/mls_pt_test/logdir/ssl_wav.12.scp
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diff --git a/mls_pt_test/logdir/ssl_wav.13.scp b/mls_pt_test/logdir/ssl_wav.13.scp
new file mode 100644
index 0000000000000000000000000000000000000000..62e0f151086860421a6dbfc1d375762f3740cfe6
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.14.scp b/mls_pt_test/logdir/ssl_wav.14.scp
new file mode 100644
index 0000000000000000000000000000000000000000..3b3317a3e9f71c384864b03516765cc4077ff953
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.15.scp b/mls_pt_test/logdir/ssl_wav.15.scp
new file mode 100644
index 0000000000000000000000000000000000000000..2621ca68997cc171540d7b668409e375ca231806
--- /dev/null
+++ b/mls_pt_test/logdir/ssl_wav.15.scp
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diff --git a/mls_pt_test/logdir/ssl_wav.16.scp b/mls_pt_test/logdir/ssl_wav.16.scp
new file mode 100644
index 0000000000000000000000000000000000000000..0f1b40f184dbcf79c8ecdc6e4d020b190529f6b4
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.17.scp b/mls_pt_test/logdir/ssl_wav.17.scp
new file mode 100644
index 0000000000000000000000000000000000000000..3fd836ffbfdf5eace2a6def17ad947a616942b1e
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.18.scp b/mls_pt_test/logdir/ssl_wav.18.scp
new file mode 100644
index 0000000000000000000000000000000000000000..7fbac5a762a7f7c947ef4371d506839840211f2d
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..5afab35f131dd02404e952a3fd9a57319b73d874
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..02ddc93ff865cd5e5cb01e8abc03e571f05f33f3
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..6b2f81ebc97f0e3987d158b1dae19635238e7431
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.21.scp b/mls_pt_test/logdir/ssl_wav.21.scp
new file mode 100644
index 0000000000000000000000000000000000000000..43acb2ce67994a210b603706e7ebd237dd8117e5
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.22.scp b/mls_pt_test/logdir/ssl_wav.22.scp
new file mode 100644
index 0000000000000000000000000000000000000000..da6b6ac711545335c4277520a31d8055c9bfa9ce
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.23.scp b/mls_pt_test/logdir/ssl_wav.23.scp
new file mode 100644
index 0000000000000000000000000000000000000000..530a591f20e082a09dfd0398d38e98198f8d65e8
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.24.scp b/mls_pt_test/logdir/ssl_wav.24.scp
new file mode 100644
index 0000000000000000000000000000000000000000..43983952a2918d98a2922ade74712248da0c7506
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.25.scp b/mls_pt_test/logdir/ssl_wav.25.scp
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index 0000000000000000000000000000000000000000..a60cefd437965b5899cecc1344f3d6d1e9c90bd1
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diff --git a/mls_pt_test/logdir/ssl_wav.26.scp b/mls_pt_test/logdir/ssl_wav.26.scp
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index 0000000000000000000000000000000000000000..5ec971b6c4c65be37c27668214e6e9056dc3d8c3
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index 0000000000000000000000000000000000000000..cb34955bc825e1d871081d277ed5d4e53285bfbe
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index 0000000000000000000000000000000000000000..79b7e75527db3b8f9c9bdd0d7b99372a6e885e3a
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diff --git a/mls_pt_test/logdir/ssl_wav.30.scp b/mls_pt_test/logdir/ssl_wav.30.scp
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index 0000000000000000000000000000000000000000..70825e5a3b2fa314cd63be237fa1b94319ad3a6f
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diff --git a/mls_pt_test/logdir/ssl_wav.31.scp b/mls_pt_test/logdir/ssl_wav.31.scp
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index 0000000000000000000000000000000000000000..5ef9a35d429ac44aee6b4911747c021f597474c2
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diff --git a/mls_pt_test/logdir/ssl_wav.32.scp b/mls_pt_test/logdir/ssl_wav.32.scp
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index 0000000000000000000000000000000000000000..51fef7609681c1adea96056d2273f806e89b51b3
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diff --git a/mls_pt_test/logdir/ssl_wav.33.scp b/mls_pt_test/logdir/ssl_wav.33.scp
new file mode 100644
index 0000000000000000000000000000000000000000..ee85ad423c0e16e34f204cc24d1a589e96f818d4
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diff --git a/mls_pt_test/logdir/ssl_wav.34.scp b/mls_pt_test/logdir/ssl_wav.34.scp
new file mode 100644
index 0000000000000000000000000000000000000000..8498ffd1d13964a243b7008eb37eb7778f592fd1
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new file mode 100644
index 0000000000000000000000000000000000000000..16b3952a1a8990dbcb28eff9cbc383661655adc0
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index 0000000000000000000000000000000000000000..65d287c1a2b0b01cce896ff57328b5a2d268a7c2
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diff --git a/mls_pt_test/logdir/ssl_wav.39.scp b/mls_pt_test/logdir/ssl_wav.39.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4945a7a0bbded02734733bdc11b2aab5228af3e4
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.4.scp b/mls_pt_test/logdir/ssl_wav.4.scp
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index 0000000000000000000000000000000000000000..f702e043055ee87f706129b3b30a2a6bab7010e9
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.40.scp b/mls_pt_test/logdir/ssl_wav.40.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e60520b21c4db6a9dc3f1bd5f1305640c8975367
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.41.scp b/mls_pt_test/logdir/ssl_wav.41.scp
new file mode 100644
index 0000000000000000000000000000000000000000..83a21b7963b0de5753874e29e94468733c105d7c
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.42.scp b/mls_pt_test/logdir/ssl_wav.42.scp
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index 0000000000000000000000000000000000000000..cf3ad8fbdfb990f7fb242731d981dcc1e26d975c
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.43.scp b/mls_pt_test/logdir/ssl_wav.43.scp
new file mode 100644
index 0000000000000000000000000000000000000000..2a398f790ead2e4ecc311700b32014b0249f6b49
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.44.scp b/mls_pt_test/logdir/ssl_wav.44.scp
new file mode 100644
index 0000000000000000000000000000000000000000..abef49b0f737384c4611f97ff7d19f67749159d4
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new file mode 100644
index 0000000000000000000000000000000000000000..3c6bbf0d463f92d25f9815b027b636637a3afa90
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diff --git a/mls_pt_test/logdir/ssl_wav.46.scp b/mls_pt_test/logdir/ssl_wav.46.scp
new file mode 100644
index 0000000000000000000000000000000000000000..feca2eaa1560744e4f40cf2f23ae15937fb29d1e
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index 0000000000000000000000000000000000000000..e77a89b65c6838795692ff414e93a5c04d24ec7f
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diff --git a/mls_pt_test/logdir/ssl_wav.49.scp b/mls_pt_test/logdir/ssl_wav.49.scp
new file mode 100644
index 0000000000000000000000000000000000000000..b19d737e358bb5e15aba50f0020d97beaa93a6f6
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diff --git a/mls_pt_test/logdir/ssl_wav.5.scp b/mls_pt_test/logdir/ssl_wav.5.scp
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index 0000000000000000000000000000000000000000..a95f9011060b8bd4e4cf2fa4c6278130ae8ba218
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.50.scp b/mls_pt_test/logdir/ssl_wav.50.scp
new file mode 100644
index 0000000000000000000000000000000000000000..8554bc8a9315a02d7347609e5aed75c22bf472aa
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.51.scp b/mls_pt_test/logdir/ssl_wav.51.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5e7c9be56bb0edfe3d2c6a8dc474f7953d7140cc
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.52.scp b/mls_pt_test/logdir/ssl_wav.52.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f5194a221098a7b74ba4dc802987b26191368901
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diff --git a/mls_pt_test/logdir/ssl_wav.53.scp b/mls_pt_test/logdir/ssl_wav.53.scp
new file mode 100644
index 0000000000000000000000000000000000000000..16fc6904f3fecfe942030902764064f6b27e3fba
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.54.scp b/mls_pt_test/logdir/ssl_wav.54.scp
new file mode 100644
index 0000000000000000000000000000000000000000..88a933aa7405eb80e4cdff935fee315080c6e604
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new file mode 100644
index 0000000000000000000000000000000000000000..02863746d41ffa8c73ff8cafa5e978b9ee4901cf
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index 0000000000000000000000000000000000000000..5939023f6a23852b9ccbfbd463332cf48d381d60
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index 0000000000000000000000000000000000000000..b37e5d77e82fe3242a403b698cb2f2b4a29de518
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diff --git a/mls_pt_test/logdir/ssl_wav.58.scp b/mls_pt_test/logdir/ssl_wav.58.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e88e69f3dc8cd4920c903939894cf438ae7869a5
--- /dev/null
+++ b/mls_pt_test/logdir/ssl_wav.58.scp
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diff --git a/mls_pt_test/logdir/ssl_wav.59.scp b/mls_pt_test/logdir/ssl_wav.59.scp
new file mode 100644
index 0000000000000000000000000000000000000000..357f671d361f229ffa3a5b8a82709fb949fb1495
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.6.scp b/mls_pt_test/logdir/ssl_wav.6.scp
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index 0000000000000000000000000000000000000000..f345e86be6b4643c77e136bc9b1eaf0e5a4b0f11
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.60.scp b/mls_pt_test/logdir/ssl_wav.60.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1900a23491bd2dda6609c707840eb7a892ec5654
--- /dev/null
+++ b/mls_pt_test/logdir/ssl_wav.60.scp
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diff --git a/mls_pt_test/logdir/ssl_wav.61.scp b/mls_pt_test/logdir/ssl_wav.61.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e245622d0ab06ef7131042517a91a8ca5f967cc0
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.62.scp b/mls_pt_test/logdir/ssl_wav.62.scp
new file mode 100644
index 0000000000000000000000000000000000000000..adc0d3cf261ff6f7b8991de20ea077fac103b921
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.63.scp b/mls_pt_test/logdir/ssl_wav.63.scp
new file mode 100644
index 0000000000000000000000000000000000000000..879008d18d5bbc16d5e6b63330d72f586549d573
--- /dev/null
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diff --git a/mls_pt_test/logdir/ssl_wav.64.scp b/mls_pt_test/logdir/ssl_wav.64.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d2716417e72fd6cf7639b7a987530ec9507dafab
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new file mode 100644
index 0000000000000000000000000000000000000000..3ff6639e50f8490accfc3fe826e97d9465e06e6e
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..3fac4eb873fc07798420f5daecb8438a2414fb64
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diff --git a/mls_pt_test/logdir/wav.13.scp b/mls_pt_test/logdir/wav.13.scp
new file mode 100644
index 0000000000000000000000000000000000000000..62e0f151086860421a6dbfc1d375762f3740cfe6
--- /dev/null
+++ b/mls_pt_test/logdir/wav.13.scp
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diff --git a/mls_pt_test/logdir/wav.14.scp b/mls_pt_test/logdir/wav.14.scp
new file mode 100644
index 0000000000000000000000000000000000000000..3b3317a3e9f71c384864b03516765cc4077ff953
--- /dev/null
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diff --git a/mls_pt_test/logdir/wav.15.scp b/mls_pt_test/logdir/wav.15.scp
new file mode 100644
index 0000000000000000000000000000000000000000..2621ca68997cc171540d7b668409e375ca231806
--- /dev/null
+++ b/mls_pt_test/logdir/wav.15.scp
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diff --git a/mls_pt_test/logdir/wav.16.scp b/mls_pt_test/logdir/wav.16.scp
new file mode 100644
index 0000000000000000000000000000000000000000..0f1b40f184dbcf79c8ecdc6e4d020b190529f6b4
--- /dev/null
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diff --git a/mls_pt_test/logdir/wav.17.scp b/mls_pt_test/logdir/wav.17.scp
new file mode 100644
index 0000000000000000000000000000000000000000..3fd836ffbfdf5eace2a6def17ad947a616942b1e
--- /dev/null
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diff --git a/mls_pt_test/logdir/wav.18.scp b/mls_pt_test/logdir/wav.18.scp
new file mode 100644
index 0000000000000000000000000000000000000000..7fbac5a762a7f7c947ef4371d506839840211f2d
--- /dev/null
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diff --git a/mls_pt_test/logdir/wav.19.scp b/mls_pt_test/logdir/wav.19.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5afab35f131dd02404e952a3fd9a57319b73d874
--- /dev/null
+++ b/mls_pt_test/logdir/wav.19.scp
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diff --git a/mls_pt_test/logdir/wav.2.scp b/mls_pt_test/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..02ddc93ff865cd5e5cb01e8abc03e571f05f33f3
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..6b2f81ebc97f0e3987d158b1dae19635238e7431
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..43acb2ce67994a210b603706e7ebd237dd8117e5
--- /dev/null
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diff --git a/mls_pt_test/logdir/wav.22.scp b/mls_pt_test/logdir/wav.22.scp
new file mode 100644
index 0000000000000000000000000000000000000000..da6b6ac711545335c4277520a31d8055c9bfa9ce
--- /dev/null
+++ b/mls_pt_test/logdir/wav.22.scp
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new file mode 100644
index 0000000000000000000000000000000000000000..530a591f20e082a09dfd0398d38e98198f8d65e8
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new file mode 100644
index 0000000000000000000000000000000000000000..43983952a2918d98a2922ade74712248da0c7506
--- /dev/null
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diff --git a/mls_pt_test/logdir/wav.25.scp b/mls_pt_test/logdir/wav.25.scp
new file mode 100644
index 0000000000000000000000000000000000000000..a60cefd437965b5899cecc1344f3d6d1e9c90bd1
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..5ec971b6c4c65be37c27668214e6e9056dc3d8c3
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..cb34955bc825e1d871081d277ed5d4e53285bfbe
--- /dev/null
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index 0000000000000000000000000000000000000000..79b7e75527db3b8f9c9bdd0d7b99372a6e885e3a
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index 0000000000000000000000000000000000000000..7226c3e9e2c7000ea54215c3f9c2e3ff773acf8b
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index 0000000000000000000000000000000000000000..0dc2b6aa66228e820bcd9c79c910be99eabb7326
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index 0000000000000000000000000000000000000000..70825e5a3b2fa314cd63be237fa1b94319ad3a6f
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diff --git a/mls_pt_test/logdir/wav.31.scp b/mls_pt_test/logdir/wav.31.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5ef9a35d429ac44aee6b4911747c021f597474c2
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..51fef7609681c1adea96056d2273f806e89b51b3
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..ee85ad423c0e16e34f204cc24d1a589e96f818d4
--- /dev/null
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diff --git a/mls_pt_test/logdir/wav.34.scp b/mls_pt_test/logdir/wav.34.scp
new file mode 100644
index 0000000000000000000000000000000000000000..8498ffd1d13964a243b7008eb37eb7778f592fd1
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..16b3952a1a8990dbcb28eff9cbc383661655adc0
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new file mode 100644
index 0000000000000000000000000000000000000000..65d287c1a2b0b01cce896ff57328b5a2d268a7c2
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..ed20c7f9e64637432d3096c31446c43a93420c5b
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index 0000000000000000000000000000000000000000..07f5ce44adc6c65092de5dd1764fc1e647a8e4ae
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new file mode 100644
index 0000000000000000000000000000000000000000..e60520b21c4db6a9dc3f1bd5f1305640c8975367
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new file mode 100644
index 0000000000000000000000000000000000000000..83a21b7963b0de5753874e29e94468733c105d7c
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index 0000000000000000000000000000000000000000..cf3ad8fbdfb990f7fb242731d981dcc1e26d975c
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..2a398f790ead2e4ecc311700b32014b0249f6b49
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diff --git a/mls_pt_test/logdir/wav.44.scp b/mls_pt_test/logdir/wav.44.scp
new file mode 100644
index 0000000000000000000000000000000000000000..abef49b0f737384c4611f97ff7d19f67749159d4
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new file mode 100644
index 0000000000000000000000000000000000000000..3c6bbf0d463f92d25f9815b027b636637a3afa90
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new file mode 100644
index 0000000000000000000000000000000000000000..feca2eaa1560744e4f40cf2f23ae15937fb29d1e
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new file mode 100644
index 0000000000000000000000000000000000000000..e77a89b65c6838795692ff414e93a5c04d24ec7f
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index 0000000000000000000000000000000000000000..49589e6e815a73e4be8d38cd3105a933d57fc38a
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index 0000000000000000000000000000000000000000..b19d737e358bb5e15aba50f0020d97beaa93a6f6
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new file mode 100644
index 0000000000000000000000000000000000000000..a95f9011060b8bd4e4cf2fa4c6278130ae8ba218
--- /dev/null
+++ b/mls_pt_test/logdir/wav.5.scp
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new file mode 100644
index 0000000000000000000000000000000000000000..8554bc8a9315a02d7347609e5aed75c22bf472aa
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new file mode 100644
index 0000000000000000000000000000000000000000..5e7c9be56bb0edfe3d2c6a8dc474f7953d7140cc
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..f5194a221098a7b74ba4dc802987b26191368901
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..16fc6904f3fecfe942030902764064f6b27e3fba
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..88a933aa7405eb80e4cdff935fee315080c6e604
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index 0000000000000000000000000000000000000000..02863746d41ffa8c73ff8cafa5e978b9ee4901cf
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index 0000000000000000000000000000000000000000..5939023f6a23852b9ccbfbd463332cf48d381d60
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index 0000000000000000000000000000000000000000..b37e5d77e82fe3242a403b698cb2f2b4a29de518
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index 0000000000000000000000000000000000000000..e88e69f3dc8cd4920c903939894cf438ae7869a5
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diff --git a/mls_pt_test/logdir/wav.59.scp b/mls_pt_test/logdir/wav.59.scp
new file mode 100644
index 0000000000000000000000000000000000000000..357f671d361f229ffa3a5b8a82709fb949fb1495
--- /dev/null
+++ b/mls_pt_test/logdir/wav.59.scp
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diff --git a/mls_pt_test/logdir/wav.6.scp b/mls_pt_test/logdir/wav.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f345e86be6b4643c77e136bc9b1eaf0e5a4b0f11
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..1900a23491bd2dda6609c707840eb7a892ec5654
--- /dev/null
+++ b/mls_pt_test/logdir/wav.60.scp
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diff --git a/mls_pt_test/logdir/wav.61.scp b/mls_pt_test/logdir/wav.61.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e245622d0ab06ef7131042517a91a8ca5f967cc0
--- /dev/null
+++ b/mls_pt_test/logdir/wav.61.scp
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new file mode 100644
index 0000000000000000000000000000000000000000..adc0d3cf261ff6f7b8991de20ea077fac103b921
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..879008d18d5bbc16d5e6b63330d72f586549d573
--- /dev/null
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diff --git a/mls_pt_test/logdir/wav.64.scp b/mls_pt_test/logdir/wav.64.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d2716417e72fd6cf7639b7a987530ec9507dafab
--- /dev/null
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diff --git a/mls_pt_test/logdir/wav.7.scp b/mls_pt_test/logdir/wav.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..3ff6639e50f8490accfc3fe826e97d9465e06e6e
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..3fac4eb873fc07798420f5daecb8438a2414fb64
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new file mode 100644
index 0000000000000000000000000000000000000000..16f6705f431d4e84336bb0fdbe9f02c31c1e7e93
--- /dev/null
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diff --git a/mls_pt_test/ssl_wav.scp b/mls_pt_test/ssl_wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..b88727fcf1d9ee2f661d7ed6ded13da35029bcde
--- /dev/null
+++ b/mls_pt_test/ssl_wav.scp
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diff --git a/mls_pt_test/token_lists/codec_code_per_frame b/mls_pt_test/token_lists/codec_code_per_frame
new file mode 100644
index 0000000000000000000000000000000000000000..45a4fb75db864000d01701c0f7a51864bd4daabf
--- /dev/null
+++ b/mls_pt_test/token_lists/codec_code_per_frame
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diff --git a/mls_pt_test/token_lists/codec_token_list b/mls_pt_test/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/mls_pt_test/token_lists/codec_token_list
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diff --git a/mls_pt_test/token_lists/ssl_token_list b/mls_pt_test/token_lists/ssl_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..beeb474e9815b55697e58a8c8987c81965f8b7fb
--- /dev/null
+++ b/mls_pt_test/token_lists/ssl_token_list
@@ -0,0 +1,5000 @@
+<ssl_code1>
+<ssl_code2>
+<ssl_code3>
+<ssl_code4>
+<ssl_code5>
+<ssl_code6>
+<ssl_code7>
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diff --git a/mls_pt_test/utt2spk b/mls_pt_test/utt2spk
new file mode 100644
index 0000000000000000000000000000000000000000..3cdca5421a7467f95a6ca881253dd112ffff5644
--- /dev/null
+++ b/mls_pt_test/utt2spk
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diff --git a/mls_pt_test/wav.scp b/mls_pt_test/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f4b266d699a2aa13dff41d2f3621b5ccdac1e24e
--- /dev/null
+++ b/mls_pt_test/wav.scp
@@ -0,0 +1,871 @@
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+003050_2941_000002 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.1.ark:67951
+003050_2941_000003 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.1.ark:95257
+003050_2941_000004 dump/raw_ssl2codec_mlsen/mls_pt_test/data/wav_codec_ESPnet.1.ark:121003
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