nguyenvulebinh
commited on
Commit
•
bbb9732
1
Parent(s):
8f926ab
add model voice-filter
Browse files- config.json +128 -0
- pytorch_model.bin +3 -0
- xvector_sincnet.pt +3 -0
config.json
ADDED
@@ -0,0 +1,128 @@
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{
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"_name_or_path": "./model-bin/voice_enhancing",
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"architectures": [
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"ASRVoiceFilter"
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],
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"audio_max_lengh": 20,
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"blank_token_id": 30,
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"ctc_zero_infinity": true,
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"d_dec": 640,
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"d_enc": 256,
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"d_inner": 0,
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"dec_drop": 0.2,
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"do_asr": false,
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"do_enh": true,
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"dropout": 0.2,
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"emb_drop": 0.2,
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"enc_drop": 0.2,
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"enh_args": {
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"batch_size": 8,
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"batch_type": "folded",
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"best_model_criterion": [
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[
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"valid",
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"si_snr",
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"max"
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],
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[
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"valid",
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"loss",
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"min"
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]
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],
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"criterions": [
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{
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"conf": {
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"eps": 1e-07
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},
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"name": "si_snr",
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"wrapper": "pit",
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"wrapper_conf": {
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"independent_perm": false,
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"weight": 1.0
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}
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}
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],
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"decoder": "stft",
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"decoder_conf": {
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"hop_length": 128,
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"n_fft": 512
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},
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"encoder": "stft",
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"encoder_conf": {
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"hop_length": 128,
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"n_fft": 512
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},
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"init": "xavier_uniform",
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"keep_nbest_models": 1,
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"max_epoch": 5,
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"model_conf": {
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"loss_type": "mask_mse",
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"mask_type": "psm"
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},
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"num_workers": 4,
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"optim": "adam",
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"optim_conf": {
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"eps": 1e-08,
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"lr": 0.001,
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"weight_decay": 1e-07
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},
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"patience": 10,
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"scheduler": "reducelronplateau",
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"scheduler_conf": {
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"factor": 0.7,
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"mode": "min",
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"patience": 1
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},
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"separator": "conformer_voice_filter",
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"separator_conf": {
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"adim": 1024,
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"aheads": 8,
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"attention_dropout_rate": 0.1,
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"concat_after": false,
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"conformer_activation_type": "swish",
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"conformer_enc_kernel_size": 5,
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"conformer_pos_enc_layer_type": "rel_pos",
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"conformer_self_attn_layer_type": "rel_selfattn",
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"dropout_rate": 0.1,
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"input_layer": "linear",
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"layers": 4,
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"linear_units": 896,
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"nonlinear": "relu",
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"normalize_before": false,
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"num_spk": 1,
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"positional_dropout_rate": 0.1,
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"positionwise_conv_kernel_size": 1,
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"positionwise_layer_type": "conv1d",
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"use_cnn_in_conformer": true,
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"use_macaron_style_in_conformer": true
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},
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"val_scheduler_criterion": [
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"valid",
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"loss"
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],
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"xvector_emb_dim": 512
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},
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"enh_chunk_size": 5,
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"freq_kn": 3,
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"freq_std": 2,
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"ignore_token_id": -1,
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"label_smooth": 0.1,
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"loss_reduction": "mean",
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"model_type": "asr_voicefilter",
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"n_classes_ctc": 33,
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"n_classes_s2s": 5003,
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"n_dec": 1,
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"n_enc": 16,
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"n_fft": 512,
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"n_head": 4,
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"n_kernel": 25,
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"n_mels": 80,
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"sample_rate": 16000,
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"shared_emb": true,
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"teacher_force": 0.7,
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"time_ds": 1,
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"torch_dtype": "float32",
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"transformers_version": "4.24.0",
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"use_cnn": true
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}
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pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:abc7ebeb21a9d3cf7addcca0a40df72411195fc5f1a5d3b0c937ded9798d1baa
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size 197745909
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xvector_sincnet.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:4bcec986de13da7af7ac88736572692359950df63669989c4f78b294934c9089
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size 96383626
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