Add model files

README.md

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+## Environments
+- date: `Thu May  4 10:25:40 EDT 2023`
+- python version: `3.8.16 (default, Mar  2 2023, 03:21:46)  [GCC 11.2.0]`
+- espnet version: `espnet 202301`
+- pytorch version: `pytorch 1.8.1`
+- Git hash: `1bd1db914b21bfb5ae5acbe2fc7162e3815ed260`
+  - Commit date: `Thu May 4 08:48:15 2023 -0400`
+
+## Model info
+- Model link: https://huggingface.co/espnet/dongwei_ami_vad_rnn
+- ASR config: conf/tuning/train_vad_rnn.yaml
+- Decode config: conf/tuning/decode_rnn.yaml
+
+## exp/vad_train_asr_transformer_raw
+### PRECISION
+
+|dataset|value|
+|---|---|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_dev/result.txt|0.9311|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_eval/result.txt|0.9547|
+
+### RECALL
+
+|dataset|value|
+|---|---|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_dev/result.txt|0.9277|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_eval/result.txt|0.9412|
+
+### F1_SCORE
+
+|dataset|value|
+|---|---|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_dev/result.txt|0.9294|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_eval/result.txt|0.9479|

vad_train_vad_rnn_raw/README.md

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+## Environments
+- date: `Thu May  4 10:25:40 EDT 2023`
+- python version: `3.8.16 (default, Mar  2 2023, 03:21:46)  [GCC 11.2.0]`
+- espnet version: `espnet 202301`
+- pytorch version: `pytorch 1.8.1`
+- Git hash: `1bd1db914b21bfb5ae5acbe2fc7162e3815ed260`
+  - Commit date: `Thu May 4 08:48:15 2023 -0400`
+
+## Model info
+- Model link: https://huggingface.co/espnet/dongwei_ami_vad_rnn
+- ASR config: conf/tuning/train_vad_rnn.yaml
+- Decode config: conf/tuning/decode_rnn.yaml
+
+## exp/vad_train_asr_transformer_raw
+### PRECISION
+
+|dataset|value|
+|---|---|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_dev/result.txt|0.9311|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_eval/result.txt|0.9547|
+
+### RECALL
+
+|dataset|value|
+|---|---|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_dev/result.txt|0.9277|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_eval/result.txt|0.9412|
+
+### F1_SCORE
+
+|dataset|value|
+|---|---|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_dev/result.txt|0.9294|
+|exp/vad_train_asr_transformer_raw/decode_rnn_vad_model_valid.acc.ave/ihm_eval/result.txt|0.9479|

vad_train_vad_rnn_raw/config.yaml

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+config: conf/tuning/train_vad_rnn.yaml
+print_config: false
+log_level: INFO
+dry_run: false
+iterator_type: sequence
+output_dir: exp/vad_train_vad_rnn_raw
+ngpu: 1
+seed: 0
+num_workers: 3
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: null
+dist_rank: null
+local_rank: 0
+dist_master_addr: null
+dist_master_port: null
+dist_launcher: null
+multiprocessing_distributed: false
+unused_parameters: false
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 2
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - acc
+    - max
+keep_nbest_models: 5
+nbest_averaging_interval: 0
+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
+use_matplotlib: true
+use_tensorboard: true
+create_graph_in_tensorboard: false
+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: 20
+valid_batch_size: null
+batch_bins: 14000000
+valid_batch_bins: null
+train_shape_file:
+- exp/vad_stats_raw/train/speech_shape
+- exp/vad_stats_raw/train/text_shape
+valid_shape_file:
+- exp/vad_stats_raw/valid/speech_shape
+- exp/vad_stats_raw/valid/text_shape
+batch_type: numel
+valid_batch_type: null
+fold_length:
+- 80000
+- 150
+sort_in_batch: descending
+sort_batch: descending
+multiple_iterator: false
+chunk_length: 500
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+chunk_excluded_key_prefixes: []
+train_data_path_and_name_and_type:
+-   - dump/raw/ihm_train/wav.scp
+    - speech
+    - sound
+-   - dump/raw/ihm_train/text
+    - text
+    - text
+valid_data_path_and_name_and_type:
+-   - dump/raw/ihm_dev/wav.scp
+    - speech
+    - sound
+-   - dump/raw/ihm_dev/text
+    - text
+    - text
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+valid_max_cache_size: null
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+optim: adam
+optim_conf:
+    lr: 0.003
+scheduler: warmuplr
+scheduler_conf:
+    warmup_steps: 25000
+pre_postencoder_norm: false
+init: null
+input_size: null
+use_preprocessor: true
+speech_volume_normalize: null
+rir_scp: null
+rir_apply_prob: 1.0
+noise_scp: null
+noise_apply_prob: 1.0
+noise_db_range: '13_15'
+short_noise_thres: 0.5
+segment_length: 10.0
+frontend: default
+frontend_conf:
+    n_fft: 512
+    win_length: 400
+    hop_length: 160
+    fs: 16k
+specaug: specaug
+specaug_conf:
+    apply_time_warp: true
+    time_warp_window: 5
+    time_warp_mode: bicubic
+    apply_freq_mask: true
+    freq_mask_width_range:
+    - 0
+    - 30
+    num_freq_mask: 2
+    apply_time_mask: true
+    time_mask_width_range:
+    - 0
+    - 40
+    num_time_mask: 2
+normalize: global_mvn
+normalize_conf:
+    stats_file: exp/vad_stats_raw/train/feats_stats.npz
+model: espnet
+model_conf:
+    length_normalized_loss: false
+preencoder: null
+preencoder_conf: {}
+encoder: rnn
+encoder_conf:
+    rnn_type: gru
+    bidirectional: true
+    use_projection: true
+    num_layers: 4
+    hidden_size: 320
+    output_size: 320
+    dropout: 0.2
+    subsample:
+    - 1
+    - 1
+    - 1
+    - 1
+required:
+- output_dir
+version: '202304'
+distributed: false

vad_train_vad_rnn_raw/valid.acc.ave.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:03c8dd3748e4f036e67fd609407015af15cc7bba5c39c92315a87223dda6d24c
+size 21256821