Add model files

exp/enh_train_enh_dc_crn_mapping_snr_raw/33epoch.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6ff556700392793d13541bca5e37ef027da3df79ea9befbfb08d083a27806d1e
+size 33734953

exp/enh_train_enh_dc_crn_mapping_snr_raw/RESULTS.md

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+<!-- Generated by ./scripts/utils/show_enh_score.sh -->
+# RESULTS
+## Environments
+- date: `Tue Mar 29 02:31:59 CST 2022`
+- python version: `3.8.12 (default, Oct 12 2021, 13:49:34)  [GCC 7.5.0]`
+- espnet version: `espnet 0.10.7a1`
+- pytorch version: `pytorch 1.10.2+cu102`
+- Git hash: `9c24b3adddbde3402530080cb58ae08a6f4dd642`
+  - Commit date: `Wed Feb 23 14:49:15 2022 -0500`
+
+
+## enh_train_enh_dc_crn_mapping_snr_raw
+
+config: conf/tuning/train_enh_dc_crn_mapping_snr.yaml
+
+|dataset|PESQ|STOI|SAR|SDR|SIR|SI_SNR|
+|---|---|---|---|---|---|---|
+|enhanced_dt05_simu_isolated_6ch_track|3.101|0.960|17.818|17.818|0.000|17.593|
+|enhanced_et05_simu_isolated_6ch_track|2.946|0.948|17.334|17.334|0.000|17.041|
+

exp/enh_train_enh_dc_crn_mapping_snr_raw/config.yaml

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+config: conf/tuning/train_enh_dc_crn_mapping_snr.yaml
+print_config: false
+log_level: INFO
+dry_run: false
+iterator_type: chunk
+output_dir: exp/enh_train_enh_dc_crn_mapping_snr_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: 43524
+dist_launcher: null
+multiprocessing_distributed: true
+unused_parameters: false
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 200
+patience: 10
+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
+nbest_averaging_interval: 0
+grad_clip: 5
+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
+use_matplotlib: true
+use_tensorboard: true
+use_wandb: false
+wandb_project: null
+wandb_id: null
+wandb_entity: null
+wandb_name: null
+wandb_model_log_interval: -1
+detect_anomaly: false
+pretrain_path: null
+init_param: []
+ignore_init_mismatch: false
+freeze_param: []
+num_iters_per_epoch: null
+batch_size: 16
+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_6ch_track/wav.scp
+    - speech_mix
+    - sound
+-   - dump/raw/tr05_simu_isolated_6ch_track/spk1.scp
+    - speech_ref1
+    - sound
+valid_data_path_and_name_and_type:
+-   - dump/raw/dt05_simu_isolated_6ch_track/wav.scp
+    - speech_mix
+    - sound
+-   - dump/raw/dt05_simu_isolated_6ch_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-07
+    amsgrad: true
+scheduler: steplr
+scheduler_conf:
+    step_size: 2
+    gamma: 0.98
+init: xavier_uniform
+model_conf:
+    stft_consistency: false
+    loss_type: mask_mse
+    mask_type: null
+criterions:
+-   name: snr
+    conf:
+        eps: 1.0e-07
+    wrapper: pit
+    wrapper_conf:
+        weight: 1.0
+use_preprocessor: false
+encoder: stft
+encoder_conf:
+    n_fft: 256
+    hop_length: 128
+separator: dc_crn
+separator_conf:
+    num_spk: 1
+    input_channels:
+    - 10
+    - 16
+    - 32
+    - 64
+    - 128
+    - 256
+    enc_hid_channels: 8
+    enc_layers: 5
+    glstm_groups: 2
+    glstm_layers: 2
+    glstm_bidirectional: true
+    glstm_rearrange: false
+    mode: mapping
+    ref_channel: 3
+decoder: stft
+decoder_conf:
+    n_fft: 256
+    hop_length: 128
+required:
+- output_dir
+version: 0.10.7a1
+distributed: true

exp/enh_train_enh_dc_crn_mapping_snr_raw/valid.loss.best.pth

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+33epoch.pth

meta.yaml

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+espnet: 0.10.7a1
+files:
+  model_file: exp/enh_train_enh_dc_crn_mapping_snr_raw/33epoch.pth
+python: "3.8.12 (default, Oct 12 2021, 13:49:34) \n[GCC 7.5.0]"
+timestamp: 1649679148.764176
+torch: 1.10.2+cu102
+yaml_files:
+  train_config: exp/enh_train_enh_dc_crn_mapping_snr_raw/config.yaml