Add model files

RESULTS.md

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+<!-- Generated by scripts/utils/show_asr_result.sh -->
+# RESULTS
+## Environments
+- date: `Sat Mar 19 15:43:43 UTC 2022`
+- python version: `3.9.10 | packaged by conda-forge | (main, Feb  1 2022, 21:24:11)  [GCC 9.4.0]`
+- espnet version: `espnet 0.10.7a1`
+- pytorch version: `pytorch 1.10.1`
+- Git hash: `d9691d77b34124627f53942fe906077adc4a4e69`
+  - Commit date: `Thu Mar 17 15:50:03 2022 -0400`
+
+## asr_train_asr_conformer5_raw_bpe150_sp
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.ave/test|515|2941|80.6|17.1|2.4|10.1|29.5|61.4|
+|decode_asr_asr_model_valid.acc.ave/valid|480|3127|86.8|12.2|1.0|1.5|14.7|57.3|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.ave/test|515|16056|92.3|3.8|3.9|2.4|10.1|61.4|
+|decode_asr_asr_model_valid.acc.ave/valid|480|15986|96.4|0.5|3.1|1.4|5.1|57.3|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.ave/test|515|8266|82.6|8.0|9.4|2.1|19.5|61.4|
+|decode_asr_asr_model_valid.acc.ave/valid|480|7598|93.3|1.2|5.5|1.6|8.2|57.3|
+

exp/asr_train_asr_conformer5_raw_bpe150_sp/RESULTS.md

@@ -0,0 +1,32 @@
+<!-- Generated by scripts/utils/show_asr_result.sh -->
+# RESULTS
+## Environments
+- date: `Sat Mar 19 15:43:43 UTC 2022`
+- python version: `3.9.10 | packaged by conda-forge | (main, Feb  1 2022, 21:24:11)  [GCC 9.4.0]`
+- espnet version: `espnet 0.10.7a1`
+- pytorch version: `pytorch 1.10.1`
+- Git hash: `d9691d77b34124627f53942fe906077adc4a4e69`
+  - Commit date: `Thu Mar 17 15:50:03 2022 -0400`
+
+## asr_train_asr_conformer5_raw_bpe150_sp
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.ave/test|515|2941|80.6|17.1|2.4|10.1|29.5|61.4|
+|decode_asr_asr_model_valid.acc.ave/valid|480|3127|86.8|12.2|1.0|1.5|14.7|57.3|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.ave/test|515|16056|92.3|3.8|3.9|2.4|10.1|61.4|
+|decode_asr_asr_model_valid.acc.ave/valid|480|15986|96.4|0.5|3.1|1.4|5.1|57.3|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.ave/test|515|8266|82.6|8.0|9.4|2.1|19.5|61.4|
+|decode_asr_asr_model_valid.acc.ave/valid|480|7598|93.3|1.2|5.5|1.6|8.2|57.3|
+

exp/asr_train_asr_conformer5_raw_bpe150_sp/config.yaml

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+config: conf/tuning/train_asr_conformer5.yaml
+print_config: false
+log_level: INFO
+dry_run: false
+iterator_type: sequence
+output_dir: exp/asr_train_asr_conformer5_raw_bpe150_sp
+ngpu: 1
+seed: 0
+num_workers: 1
+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: false
+collect_stats: false
+write_collected_feats: false
+max_epoch: 50
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - acc
+    - max
+keep_nbest_models: 10
+nbest_averaging_interval: 0
+grad_clip: 3
+grad_clip_type: 2.0
+grad_noise: false
+accum_grad: 1
+no_forward_run: false
+resume: true
+train_dtype: float32
+use_amp: true
+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: 20
+valid_batch_size: null
+batch_bins: 2500000
+valid_batch_bins: null
+train_shape_file:
+- exp/asr_stats_raw_bpe150_sp/train/speech_shape
+- exp/asr_stats_raw_bpe150_sp/train/text_shape.bpe
+valid_shape_file:
+- exp/asr_stats_raw_bpe150_sp/valid/speech_shape
+- exp/asr_stats_raw_bpe150_sp/valid/text_shape.bpe
+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
+train_data_path_and_name_and_type:
+-   - dump/raw/train_sp/wav.scp
+    - speech
+    - sound
+-   - dump/raw/train_sp/text
+    - text
+    - text
+valid_data_path_and_name_and_type:
+-   - dump/raw/valid/wav.scp
+    - speech
+    - sound
+-   - dump/raw/valid/text
+    - text
+    - text
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+valid_max_cache_size: null
+optim: adam
+optim_conf:
+    lr: 4.0
+scheduler: noamlr
+scheduler_conf:
+    model_size: 256
+    warmup_steps: 25000
+token_list:
+- <blank>
+- <unk>
+- ▁
+- s
+- i
+- o
+- e
+- a
+- n
+- u
+- t
+- r
+- ▁c
+- ▁a
+- é
+- c
+- l
+- ▁de
+- ▁d
+- d
+- ▁est
+- m
+- ▁le
+- p
+- er
+- v
+- f
+- ▁l
+- ▁s
+- à
+- ▁m
+- ▁la
+- ▁p
+- re
+- ▁un
+- ▁il
+- ▁vous
+- nt
+- g
+- te
+- ur
+- in
+- ▁qu
+- il
+- ce
+- ▁en
+- ▁je
+- tre
+- et
+- ez
+- h
+- le
+- ▁pas
+- ▁b
+- or
+- ve
+- b
+- x
+- ▁une
+- ▁y
+- ▁au
+- ▁bien
+- ▁vo
+- ge
+- ir
+- ▁t
+- ▁on
+- ▁oui
+- ▁j
+- ▁n
+- ment
+- ▁ma
+- ▁tr
+- ▁re
+- que
+- ▁dan
+- ▁par
+- ▁du
+- ▁que
+- è
+- ont
+- ▁ici
+- ▁euh
+- ▁se
+- ▁ne
+- ▁pour
+- aire
+- z
+- ▁ave
+- j
+- ▁nous
+- ▁bon
+- ▁tout
+- ▁mais
+- ▁monsieur
+- ette
+- ▁tou
+- ement
+- ▁va
+- ▁sur
+- ê
+- ▁médecin
+- tion
+- rès
+- elle
+- ▁alors
+- ▁sui
+- y
+- ▁voir
+- ▁ou
+- ▁allez
+- ▁che
+- ▁eau
+- and
+- ait
+- ▁comme
+- ▁manivelle
+- ▁plaît
+- ▁cric
+- vous
+- ▁bonjour
+- puis
+- ▁peut
+- ▁plus
+- ▁malade
+- ommes
+- ▁route
+- ▁deux
+- ▁alle
+- ▁fait
+- droit
+- ▁aussi
+- vien
+- ▁hui
+- ▁pharmacie
+- ▁merci
+- ▁heure
+- ▁gauche
+- ▁camarade
+- û
+- ô
+- w
+- œ
+- k
+- ù
+- â
+- î
+- ç
+- q
+- <sos/eos>
+init: null
+input_size: null
+ctc_conf:
+    dropout_rate: 0.0
+    ctc_type: builtin
+    reduce: true
+    ignore_nan_grad: true
+joint_net_conf: null
+model_conf:
+    ctc_weight: 0.3
+    lsm_weight: 0.1
+    length_normalized_loss: false
+use_preprocessor: true
+token_type: bpe
+bpemodel: data/token_list/bpe_unigram150/bpe.model
+non_linguistic_symbols: null
+cleaner: null
+g2p: null
+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'
+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/asr_stats_raw_bpe150_sp/train/feats_stats.npz
+preencoder: null
+preencoder_conf: {}
+encoder: conformer
+encoder_conf:
+    input_layer: conv2d
+    num_blocks: 12
+    linear_units: 2048
+    dropout_rate: 0.1
+    output_size: 256
+    attention_heads: 4
+    attention_dropout_rate: 0.0
+    pos_enc_layer_type: rel_pos
+    selfattention_layer_type: rel_selfattn
+    activation_type: swish
+    macaron_style: true
+    use_cnn_module: true
+    cnn_module_kernel: 15
+postencoder: null
+postencoder_conf: {}
+decoder: transformer
+decoder_conf:
+    input_layer: embed
+    num_blocks: 6
+    linear_units: 2048
+    dropout_rate: 0.1
+required:
+- output_dir
+- token_list
+version: 0.10.7a1
+distributed: false

exp/asr_train_asr_conformer5_raw_bpe150_sp/valid.acc.ave_10best.pth

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+size 172558757