Add model files

exp/enh_train_enh_conv_tasnet_raw/5epoch.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:afedfa8ff65bf256b02e390301ee75ba67dc5d7d1f83f48a76aa2b9610c44c86
+size 34707333

exp/enh_train_enh_conv_tasnet_raw/RESULTS.md

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+<!-- Generated by ./scripts/utils/show_enh_score.sh -->
+# RESULTS
+## Environments
+- date: `Thu Jan 28 22:56:03 CST 2021`
+- python version: `3.6.3 |Anaconda, Inc.| (default, Nov 20 2017, 20:41:42)  [GCC 7.2.0]`
+- espnet version: `espnet 0.9.7`
+- pytorch version: `pytorch 1.6.0`
+- Git hash: `eddccfa7a296fcf8fd744200d7e8113f9a3c7e69`
+  - Commit date: `Thu Jan 21 21:42:24 2021 +0800`
+
+
+## enh_train_enh_conv_tasnet_raw
+
+config: conf/tuning/train_enh_conv_tasnet.yaml
+
+|dataset|PESQ|STOI|SAR|SDR|SIR|SI_SNR|
+|---|---|---|---|---|---|---|
+|enhanced_dt05_simu_isolated_1ch_track|2.63359|0.909127|11.3937|11.3937|0|10.1792|
+|enhanced_et05_simu_isolated_1ch_track|2.58602|0.891826|12.5193|12.5193|0|11.5768|
+

exp/enh_train_enh_conv_tasnet_raw/config.yaml

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+config: conf/tuning/train_enh_conv_tasnet.yaml
+print_config: false
+log_level: INFO
+dry_run: false
+iterator_type: chunk
+output_dir: exp/enh_train_enh_conv_tasnet_raw
+ngpu: 1
+seed: 0
+num_workers: 4
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: 2
+dist_rank: 0
+local_rank: 0
+dist_master_addr: localhost
+dist_master_port: 57680
+dist_launcher: null
+multiprocessing_distributed: true
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 100
+patience: 4
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - si_snr
+    - max
+-   - valid
+    - loss
+    - min
+keep_nbest_models: 1
+grad_clip: 5.0
+grad_clip_type: 2.0
+grad_noise: false
+accum_grad: 1
+no_forward_run: false
+resume: true
+train_dtype: float32
+use_amp: false
+log_interval: null
+unused_parameters: false
+use_tensorboard: true
+use_wandb: false
+wandb_project: null
+wandb_id: null
+pretrain_path: null
+init_param: []
+freeze_param: []
+num_iters_per_epoch: null
+batch_size: 8
+valid_batch_size: null
+batch_bins: 1000000
+valid_batch_bins: null
+train_shape_file:
+- exp/enh_stats_16k/train/speech_mix_shape
+- exp/enh_stats_16k/train/speech_ref1_shape
+valid_shape_file:
+- exp/enh_stats_16k/valid/speech_mix_shape
+- exp/enh_stats_16k/valid/speech_ref1_shape
+batch_type: folded
+valid_batch_type: null
+fold_length:
+- 80000
+- 80000
+sort_in_batch: descending
+sort_batch: descending
+multiple_iterator: false
+chunk_length: 32000
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+train_data_path_and_name_and_type:
+-   - dump/raw/tr05_simu_isolated_1ch_track/wav.scp
+    - speech_mix
+    - sound
+-   - dump/raw/tr05_simu_isolated_1ch_track/spk1.scp
+    - speech_ref1
+    - sound
+valid_data_path_and_name_and_type:
+-   - dump/raw/dt05_simu_isolated_1ch_track/wav.scp
+    - speech_mix
+    - sound
+-   - dump/raw/dt05_simu_isolated_1ch_track/spk1.scp
+    - speech_ref1
+    - sound
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+valid_max_cache_size: null
+optim: adam
+optim_conf:
+    lr: 0.001
+    eps: 1.0e-08
+    weight_decay: 1.0e-05
+scheduler: reducelronplateau
+scheduler_conf:
+    mode: min
+    factor: 0.5
+    patience: 3
+init: xavier_uniform
+model_conf:
+    loss_type: si_snr
+use_preprocessor: false
+encoder: conv
+encoder_conf:
+    channel: 256
+    kernel_size: 20
+    stride: 10
+separator: tcn
+separator_conf:
+    num_spk: 1
+    layer: 8
+    stack: 4
+    bottleneck_dim: 256
+    hidden_dim: 512
+    kernel: 3
+    causal: false
+    norm_type: gLN
+    nonlinear: relu
+decoder: conv
+decoder_conf:
+    channel: 256
+    kernel_size: 20
+    stride: 10
+required:
+- output_dir
+version: 0.9.7
+distributed: true

exp/enh_train_enh_conv_tasnet_raw/valid.loss.best.pth

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+5epoch.pth

meta.yaml

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+espnet: 0.9.9
+files:
+  model_file: exp/enh_train_enh_conv_tasnet_raw/5epoch.pth
+python: "3.7.6 (default, Jan  8 2020, 19:59:22) \n[GCC 7.3.0]"
+timestamp: 1622603546.534792
+torch: 1.7.1
+yaml_files:
+  train_config: exp/enh_train_enh_conv_tasnet_raw/config.yaml