Upload model from zenodo
Browse files- README.md +43 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/RESULTS.md +31 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/config.yaml +307 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/acc.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/backward_time.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/cer.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/cer_ctc.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/forward_time.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/gpu_max_cached_mem_GB.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/iter_time.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/loss.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/loss_att.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/loss_ctc.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/optim0_lr0.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/optim_step_time.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/train_time.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/wer.png +0 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/valid.acc.ave_5best.pth +3 -0
- meta.yaml +8 -0
README.md
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---
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tags:
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- espnet
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- audio
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- automatic-speech-recognition
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language: en
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datasets:
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- fsc_challenge
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license: cc-by-4.0
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---
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## ESPnet2 ASR pretrained model
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### `siddhana/fsc_challenge_asr_train_asr_hubert_transformer_adam_specaug_raw_en_word_valid.acc.ave_5best`
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♻️ Imported from https://zenodo.org/record/5656007
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This model was trained by siddhana using fsc_challenge/asr1 recipe in [espnet](https://github.com/espnet/espnet/).
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### Demo: How to use in ESPnet2
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```python
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# coming soon
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```
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### Citing ESPnet
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```BibTex
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@inproceedings{watanabe2018espnet,
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author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson {Enrique Yalta Soplin} and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
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title={{ESPnet}: End-to-End Speech Processing Toolkit},
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year={2018},
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booktitle={Proceedings of Interspeech},
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pages={2207--2211},
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doi={10.21437/Interspeech.2018-1456},
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url={http://dx.doi.org/10.21437/Interspeech.2018-1456}
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}
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```
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or arXiv:
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```bibtex
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@misc{watanabe2018espnet,
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title={ESPnet: End-to-End Speech Processing Toolkit},
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author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Enrique Yalta Soplin and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
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year={2018},
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eprint={1804.00015},
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archivePrefix={arXiv},
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primaryClass={cs.CL}
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}
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```
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/RESULTS.md
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<!-- Generated by scripts/utils/show_asr_result.sh -->
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# RESULTS
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## Environments
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- date: `Sun Oct 3 22:25:25 EDT 2021`
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- python version: `3.8.11 (default, Aug 3 2021, 15:09:35) [GCC 7.5.0]`
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- espnet version: `espnet 0.10.3a3`
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- pytorch version: `pytorch 1.9.0+cu102`
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- Git hash: `97b9dad4dbca71702cb7928a126ec45d96414a3f`
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- Commit date: `Mon Sep 13 22:55:04 2021 +0900`
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## asr_train_asr_hubert_transformer_adam_specaug_raw_en_word
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### WER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|inference_asr_model_valid.acc.ave_5best/spk_test|3349|17937|98.5|1.2|0.3|0.5|2.0|4.7|
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|inference_asr_model_valid.acc.ave_5best/utt_test|4204|22540|85.5|12.6|1.9|3.1|17.6|44.7|
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|inference_asr_model_valid.acc.ave_5best/valid|2597|13782|98.8|0.8|0.4|0.2|1.4|2.9|
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### CER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|inference_asr_model_valid.acc.ave_5best/spk_test|3349|152191|99.2|0.5|0.3|0.3|1.1|4.7|
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|inference_asr_model_valid.acc.ave_5best/utt_test|4204|191435|92.4|5.3|2.3|2.7|10.3|44.7|
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|inference_asr_model_valid.acc.ave_5best/valid|2597|117282|99.4|0.4|0.3|0.2|0.8|2.9|
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### TER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/config.yaml
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config: conf/tuning/train_asr_hubert_transformer_adam_specaug.yaml
|
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print_config: false
|
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log_level: INFO
|
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dry_run: false
|
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iterator_type: sequence
|
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output_dir: exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word
|
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ngpu: 1
|
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seed: 0
|
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num_workers: 1
|
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num_att_plot: 3
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dist_backend: nccl
|
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dist_init_method: env://
|
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+
dist_world_size: null
|
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dist_rank: null
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local_rank: 0
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dist_master_addr: null
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dist_master_port: null
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dist_launcher: null
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19 |
+
multiprocessing_distributed: false
|
20 |
+
unused_parameters: false
|
21 |
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sharded_ddp: false
|
22 |
+
cudnn_enabled: true
|
23 |
+
cudnn_benchmark: false
|
24 |
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cudnn_deterministic: true
|
25 |
+
collect_stats: false
|
26 |
+
write_collected_feats: false
|
27 |
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max_epoch: 80
|
28 |
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patience: null
|
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val_scheduler_criterion:
|
30 |
+
- valid
|
31 |
+
- loss
|
32 |
+
early_stopping_criterion:
|
33 |
+
- valid
|
34 |
+
- loss
|
35 |
+
- min
|
36 |
+
best_model_criterion:
|
37 |
+
- - train
|
38 |
+
- loss
|
39 |
+
- min
|
40 |
+
- - valid
|
41 |
+
- loss
|
42 |
+
- min
|
43 |
+
- - train
|
44 |
+
- acc
|
45 |
+
- max
|
46 |
+
- - valid
|
47 |
+
- acc
|
48 |
+
- max
|
49 |
+
keep_nbest_models: 5
|
50 |
+
grad_clip: 5.0
|
51 |
+
grad_clip_type: 2.0
|
52 |
+
grad_noise: false
|
53 |
+
accum_grad: 1
|
54 |
+
no_forward_run: false
|
55 |
+
resume: true
|
56 |
+
train_dtype: float32
|
57 |
+
use_amp: false
|
58 |
+
log_interval: null
|
59 |
+
use_tensorboard: true
|
60 |
+
use_wandb: false
|
61 |
+
wandb_project: null
|
62 |
+
wandb_id: null
|
63 |
+
wandb_entity: null
|
64 |
+
wandb_name: null
|
65 |
+
wandb_model_log_interval: -1
|
66 |
+
detect_anomaly: false
|
67 |
+
pretrain_path: null
|
68 |
+
init_param: []
|
69 |
+
ignore_init_mismatch: false
|
70 |
+
freeze_param: []
|
71 |
+
num_iters_per_epoch: null
|
72 |
+
batch_size: 20
|
73 |
+
valid_batch_size: null
|
74 |
+
batch_bins: 1000000
|
75 |
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valid_batch_bins: null
|
76 |
+
train_shape_file:
|
77 |
+
- exp/asr_stats_raw_en_word/train/speech_shape
|
78 |
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- exp/asr_stats_raw_en_word/train/text_shape.word
|
79 |
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valid_shape_file:
|
80 |
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- exp/asr_stats_raw_en_word/valid/speech_shape
|
81 |
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- exp/asr_stats_raw_en_word/valid/text_shape.word
|
82 |
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batch_type: folded
|
83 |
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valid_batch_type: null
|
84 |
+
fold_length:
|
85 |
+
- 80000
|
86 |
+
- 150
|
87 |
+
sort_in_batch: descending
|
88 |
+
sort_batch: descending
|
89 |
+
multiple_iterator: false
|
90 |
+
chunk_length: 500
|
91 |
+
chunk_shift_ratio: 0.5
|
92 |
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num_cache_chunks: 1024
|
93 |
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train_data_path_and_name_and_type:
|
94 |
+
- - dump/raw/train/wav.scp
|
95 |
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- speech
|
96 |
+
- sound
|
97 |
+
- - dump/raw/train/text
|
98 |
+
- text
|
99 |
+
- text
|
100 |
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valid_data_path_and_name_and_type:
|
101 |
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- - dump/raw/valid/wav.scp
|
102 |
+
- speech
|
103 |
+
- sound
|
104 |
+
- - dump/raw/valid/text
|
105 |
+
- text
|
106 |
+
- text
|
107 |
+
allow_variable_data_keys: false
|
108 |
+
max_cache_size: 0.0
|
109 |
+
max_cache_fd: 32
|
110 |
+
valid_max_cache_size: null
|
111 |
+
optim: adam
|
112 |
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optim_conf:
|
113 |
+
lr: 0.0002
|
114 |
+
scheduler: warmuplr
|
115 |
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scheduler_conf:
|
116 |
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warmup_steps: 25000
|
117 |
+
token_list:
|
118 |
+
- <blank>
|
119 |
+
- <unk>
|
120 |
+
- ▁the
|
121 |
+
- ▁
|
122 |
+
- e
|
123 |
+
- ▁turn
|
124 |
+
- ▁in
|
125 |
+
- s
|
126 |
+
- ▁lights
|
127 |
+
- o
|
128 |
+
- ▁m
|
129 |
+
- c
|
130 |
+
- i
|
131 |
+
- ▁heat
|
132 |
+
- a
|
133 |
+
- t
|
134 |
+
- hroom
|
135 |
+
- ▁up
|
136 |
+
- ▁s
|
137 |
+
- ▁on
|
138 |
+
- ▁down
|
139 |
+
- n
|
140 |
+
- ▁temperature
|
141 |
+
- crease
|
142 |
+
- p
|
143 |
+
- ▁t
|
144 |
+
- u
|
145 |
+
- ▁b
|
146 |
+
- ▁switch
|
147 |
+
- w
|
148 |
+
- h
|
149 |
+
- d
|
150 |
+
- ou
|
151 |
+
- ▁kitchen
|
152 |
+
- ▁volume
|
153 |
+
- ▁off
|
154 |
+
- ing
|
155 |
+
- y
|
156 |
+
- increase_volume_none
|
157 |
+
- ▁bedroom
|
158 |
+
- ▁langu
|
159 |
+
- age
|
160 |
+
- as
|
161 |
+
- decrease_volume_none
|
162 |
+
- ▁l
|
163 |
+
- r
|
164 |
+
- er
|
165 |
+
- at
|
166 |
+
- ▁d
|
167 |
+
- l
|
168 |
+
- decrease_heat_washroom
|
169 |
+
- increase_heat_washroom
|
170 |
+
- k
|
171 |
+
- an
|
172 |
+
- g
|
173 |
+
- increase_heat_none
|
174 |
+
- oo
|
175 |
+
- decrease_heat_none
|
176 |
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|
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|
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|
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|
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|
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/acc.png
ADDED
exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/backward_time.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/cer.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/cer_ctc.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/forward_time.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/gpu_max_cached_mem_GB.png
ADDED
exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/iter_time.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/loss.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/loss_att.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/loss_ctc.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/optim0_lr0.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/optim_step_time.png
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/train_time.png
ADDED
exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/wer.png
ADDED
exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/valid.acc.ave_5best.pth
ADDED
@@ -0,0 +1,3 @@
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espnet: 0.10.3a3
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files:
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asr_model_file: exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/valid.acc.ave_5best.pth
|
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python: "3.8.11 (default, Aug 3 2021, 15:09:35) \n[GCC 7.5.0]"
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timestamp: 1636435922.417136
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torch: 1.9.0+cu102
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asr_train_config: exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/config.yaml
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