import from zenodo
Browse files- README.md +43 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/RESULTS.md +29 -0
- exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/config.yaml +355 -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
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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_asr_train_asr_hubert_transformer_adam_specaug_raw_en_word_valid.acc.ave_5best`
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♻️ Imported from https://zenodo.org/record/5590204
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This model was trained by siddhana using fsc/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: `Mon Oct 11 12:39:01 EDT 2021`
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- python version: `3.9.5 (default, Jun 4 2021, 12:28:51) [GCC 7.5.0]`
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- espnet version: `espnet 0.10.3a2`
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- pytorch version: `pytorch 1.8.1+cu102`
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- Git hash: `8ef7bd675815ae2fbaba930a53c8ad4ae0ad19af`
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- Commit date: `Sat Sep 11 10:05:59 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/test|3793|20316|99.7|0.2|0.1|0.1|0.4|0.9|
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+
|inference_asr_model_valid.acc.ave_5best/valid|3118|16751|99.1|0.7|0.2|0.2|1.2|2.7|
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+
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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/test|3793|172445|99.9|0.1|0.1|0.1|0.2|0.9|
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|inference_asr_model_valid.acc.ave_5best/valid|3118|142122|99.6|0.2|0.2|0.2|0.6|2.7|
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25 |
+
|
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### TER
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27 |
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|
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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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
|
3 |
+
log_level: INFO
|
4 |
+
dry_run: false
|
5 |
+
iterator_type: sequence
|
6 |
+
output_dir: exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word
|
7 |
+
ngpu: 1
|
8 |
+
seed: 0
|
9 |
+
num_workers: 1
|
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+
num_att_plot: 3
|
11 |
+
dist_backend: nccl
|
12 |
+
dist_init_method: env://
|
13 |
+
dist_world_size: null
|
14 |
+
dist_rank: null
|
15 |
+
local_rank: 0
|
16 |
+
dist_master_addr: null
|
17 |
+
dist_master_port: null
|
18 |
+
dist_launcher: null
|
19 |
+
multiprocessing_distributed: false
|
20 |
+
unused_parameters: false
|
21 |
+
sharded_ddp: false
|
22 |
+
cudnn_enabled: true
|
23 |
+
cudnn_benchmark: false
|
24 |
+
cudnn_deterministic: true
|
25 |
+
collect_stats: false
|
26 |
+
write_collected_feats: false
|
27 |
+
max_epoch: 200
|
28 |
+
patience: null
|
29 |
+
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 |
+
- frontend.upstream
|
72 |
+
num_iters_per_epoch: null
|
73 |
+
batch_size: 20
|
74 |
+
valid_batch_size: null
|
75 |
+
batch_bins: 1000000
|
76 |
+
valid_batch_bins: null
|
77 |
+
train_shape_file:
|
78 |
+
- exp/asr_stats_raw_en_word/train/speech_shape
|
79 |
+
- exp/asr_stats_raw_en_word/train/text_shape.word
|
80 |
+
valid_shape_file:
|
81 |
+
- exp/asr_stats_raw_en_word/valid/speech_shape
|
82 |
+
- exp/asr_stats_raw_en_word/valid/text_shape.word
|
83 |
+
batch_type: folded
|
84 |
+
valid_batch_type: null
|
85 |
+
fold_length:
|
86 |
+
- 80000
|
87 |
+
- 150
|
88 |
+
sort_in_batch: descending
|
89 |
+
sort_batch: descending
|
90 |
+
multiple_iterator: false
|
91 |
+
chunk_length: 500
|
92 |
+
chunk_shift_ratio: 0.5
|
93 |
+
num_cache_chunks: 1024
|
94 |
+
train_data_path_and_name_and_type:
|
95 |
+
- - dump/raw/train/wav.scp
|
96 |
+
- speech
|
97 |
+
- sound
|
98 |
+
- - dump/raw/train/text
|
99 |
+
- text
|
100 |
+
- text
|
101 |
+
valid_data_path_and_name_and_type:
|
102 |
+
- - dump/raw/valid/wav.scp
|
103 |
+
- speech
|
104 |
+
- sound
|
105 |
+
- - dump/raw/valid/text
|
106 |
+
- text
|
107 |
+
- text
|
108 |
+
allow_variable_data_keys: false
|
109 |
+
max_cache_size: 0.0
|
110 |
+
max_cache_fd: 32
|
111 |
+
valid_max_cache_size: null
|
112 |
+
optim: adam
|
113 |
+
optim_conf:
|
114 |
+
lr: 0.0002
|
115 |
+
scheduler: warmuplr
|
116 |
+
scheduler_conf:
|
117 |
+
warmup_steps: 25000
|
118 |
+
token_list:
|
119 |
+
- <blank>
|
120 |
+
- <unk>
|
121 |
+
- the
|
122 |
+
- Turn
|
123 |
+
- in
|
124 |
+
- lights
|
125 |
+
- 'on'
|
126 |
+
- up
|
127 |
+
- down
|
128 |
+
- temperature
|
129 |
+
- heat
|
130 |
+
- 'off'
|
131 |
+
- Switch
|
132 |
+
- increase_volume_none
|
133 |
+
- kitchen
|
134 |
+
- language
|
135 |
+
- decrease_volume_none
|
136 |
+
- bedroom
|
137 |
+
- washroom
|
138 |
+
- volume
|
139 |
+
- my
|
140 |
+
- to
|
141 |
+
- bathroom
|
142 |
+
- Decrease
|
143 |
+
- increase_heat_washroom
|
144 |
+
- decrease_heat_washroom
|
145 |
+
- Increase
|
146 |
+
- music
|
147 |
+
- heating
|
148 |
+
- Bring
|
149 |
+
- increase_heat_none
|
150 |
+
- decrease_heat_none
|
151 |
+
- me
|
152 |
+
- change_language_none_none
|
153 |
+
- activate_lights_washroom
|
154 |
+
- Set
|
155 |
+
- Lights
|
156 |
+
- activate_lights_kitchen
|
157 |
+
- I
|
158 |
+
- activate_music_none
|
159 |
+
- too
|
160 |
+
- it
|
161 |
+
- increase_heat_bedroom
|
162 |
+
- decrease_heat_bedroom
|
163 |
+
- sound
|
164 |
+
- increase_heat_kitchen
|
165 |
+
- decrease_heat_kitchen
|
166 |
+
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|
167 |
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|
168 |
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|
169 |
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|
170 |
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|
171 |
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|
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173 |
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|
174 |
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|
175 |
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|
176 |
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|
177 |
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178 |
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|
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180 |
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|
181 |
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|
182 |
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|
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|
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|
185 |
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|
186 |
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|
187 |
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|
188 |
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|
189 |
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|
190 |
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|
191 |
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|
192 |
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|
193 |
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|
194 |
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|
195 |
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|
196 |
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|
197 |
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|
198 |
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|
199 |
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|
200 |
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|
201 |
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|
202 |
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|
203 |
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|
204 |
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205 |
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|
206 |
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|
207 |
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|
208 |
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209 |
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210 |
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|
211 |
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|
212 |
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|
213 |
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214 |
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215 |
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|
216 |
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217 |
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|
218 |
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|
219 |
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|
220 |
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|
221 |
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|
222 |
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223 |
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|
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228 |
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229 |
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230 |
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231 |
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|
232 |
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|
233 |
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234 |
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|
236 |
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|
237 |
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238 |
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|
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|
241 |
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242 |
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|
243 |
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244 |
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|
245 |
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|
246 |
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|
247 |
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|
248 |
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|
249 |
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|
250 |
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251 |
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|
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|
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|
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|
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|
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|
266 |
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|
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|
269 |
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|
270 |
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|
271 |
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|
272 |
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|
273 |
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|
274 |
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|
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|
276 |
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|
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|
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input_size: null
|
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ctc_conf:
|
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|
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|
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noise_db_range: '13_15'
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frontend: s3prl
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frontend_conf:
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frontend_conf:
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upstream: hubert_large_ll60k
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download_dir: ./hub
|
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multilayer_feature: true
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fs: 16k
|
308 |
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specaug: specaug
|
309 |
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specaug_conf:
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310 |
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apply_time_warp: true
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time_warp_window: 5
|
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time_warp_mode: bicubic
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freq_mask_width_range:
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input_size: 1024
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331 |
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attention_heads: 4
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|
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|
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|
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distributed: false
|
exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/acc.png
ADDED
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/backward_time.png
ADDED
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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
ADDED
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/gpu_max_cached_mem_GB.png
ADDED
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/iter_time.png
ADDED
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/loss.png
ADDED
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/loss_att.png
ADDED
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/loss_ctc.png
ADDED
![]() |
exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/optim0_lr0.png
ADDED
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/optim_step_time.png
ADDED
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exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/images/train_time.png
ADDED
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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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meta.yaml
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espnet: 0.10.3a2
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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: "3.9.5 (default, Jun 4 2021, 12:28:51) \n[GCC 7.5.0]"
|
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timestamp: 1634830330.00052
|
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torch: 1.8.1+cu102
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asr_train_config: exp/asr_train_asr_hubert_transformer_adam_specaug_raw_en_word/config.yaml
|