Update model
Browse files- README.md +826 -0
- dump/raw/org/train/lang2lid +21 -0
- dump/xvector/test/spk_xvector.ark +0 -0
- dump/xvector/test/spk_xvector.scp +7 -0
- dump/xvector/train/spk_xvector.ark +0 -0
- dump/xvector/train/spk_xvector.scp +7 -0
- exp/tts_stats_raw_phn_none/train/feats_stats.npz +3 -0
- exp/tts_train_raw_phn_none/config.yaml +745 -0
- exp/tts_train_raw_phn_none/images/backward_time.png +0 -0
- exp/tts_train_raw_phn_none/images/bce_loss.png +0 -0
- exp/tts_train_raw_phn_none/images/decoder_alpha.png +0 -0
- exp/tts_train_raw_phn_none/images/enc_dec_attn_loss.png +0 -0
- exp/tts_train_raw_phn_none/images/encoder_alpha.png +0 -0
- exp/tts_train_raw_phn_none/images/forward_time.png +0 -0
- exp/tts_train_raw_phn_none/images/gpu_max_cached_mem_GB.png +0 -0
- exp/tts_train_raw_phn_none/images/iter_time.png +0 -0
- exp/tts_train_raw_phn_none/images/l1_loss.png +0 -0
- exp/tts_train_raw_phn_none/images/l2_loss.png +0 -0
- exp/tts_train_raw_phn_none/images/lid_loss.png +0 -0
- exp/tts_train_raw_phn_none/images/lid_loss_mlm.png +0 -0
- exp/tts_train_raw_phn_none/images/loss.png +0 -0
- exp/tts_train_raw_phn_none/images/mlm_acc.png +0 -0
- exp/tts_train_raw_phn_none/images/mlm_loss.png +0 -0
- exp/tts_train_raw_phn_none/images/optim0_lr0.png +0 -0
- exp/tts_train_raw_phn_none/images/optim_step_time.png +0 -0
- exp/tts_train_raw_phn_none/images/train_time.png +0 -0
- exp/tts_train_raw_phn_none/latest.pth +3 -0
- meta.yaml +8 -0
README.md
ADDED
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1 |
+
---
|
2 |
+
tags:
|
3 |
+
- espnet
|
4 |
+
- audio
|
5 |
+
- text-to-speech
|
6 |
+
language: multilingual
|
7 |
+
datasets:
|
8 |
+
- masmultts
|
9 |
+
license: cc-by-4.0
|
10 |
+
---
|
11 |
+
|
12 |
+
## ESPnet2 TTS model
|
13 |
+
|
14 |
+
### `saefro991/tts_ipa_css10_7lang_textpretrain_residual_freeze`
|
15 |
+
|
16 |
+
This model was trained by Takaaki-Saeki using masmultts recipe in [espnet](https://github.com/espnet/espnet/).
|
17 |
+
|
18 |
+
### Demo: How to use in ESPnet2
|
19 |
+
|
20 |
+
Follow the [ESPnet installation instructions](https://espnet.github.io/espnet/installation.html)
|
21 |
+
if you haven't done that already.
|
22 |
+
|
23 |
+
```bash
|
24 |
+
cd espnet
|
25 |
+
git checkout 11a7d61312439111d4996d55935ede718d494262
|
26 |
+
pip install -e .
|
27 |
+
cd egs2/masmultts/tts_phn_css10_adap_residual_freeze
|
28 |
+
./run.sh --skip_data_prep false --skip_train true --download_model saefro991/tts_ipa_css10_7lang_textpretrain_residual_freeze
|
29 |
+
```
|
30 |
+
|
31 |
+
|
32 |
+
|
33 |
+
## TTS config
|
34 |
+
|
35 |
+
<details><summary>expand</summary>
|
36 |
+
|
37 |
+
```
|
38 |
+
config: conf/train.yaml
|
39 |
+
print_config: false
|
40 |
+
log_level: INFO
|
41 |
+
dry_run: false
|
42 |
+
iterator_type: sequence
|
43 |
+
output_dir: exp/tts_train_raw_phn_none
|
44 |
+
ngpu: 1
|
45 |
+
seed: 0
|
46 |
+
num_workers: 1
|
47 |
+
num_att_plot: 1
|
48 |
+
dist_backend: nccl
|
49 |
+
dist_init_method: env://
|
50 |
+
dist_world_size: null
|
51 |
+
dist_rank: null
|
52 |
+
local_rank: 0
|
53 |
+
dist_master_addr: null
|
54 |
+
dist_master_port: null
|
55 |
+
dist_launcher: null
|
56 |
+
multiprocessing_distributed: false
|
57 |
+
unused_parameters: false
|
58 |
+
sharded_ddp: false
|
59 |
+
cudnn_enabled: true
|
60 |
+
cudnn_benchmark: false
|
61 |
+
cudnn_deterministic: true
|
62 |
+
collect_stats: false
|
63 |
+
write_collected_feats: false
|
64 |
+
max_epoch: 200
|
65 |
+
patience: null
|
66 |
+
val_scheduler_criterion:
|
67 |
+
- valid
|
68 |
+
- loss
|
69 |
+
early_stopping_criterion:
|
70 |
+
- valid
|
71 |
+
- loss
|
72 |
+
- min
|
73 |
+
best_model_criterion:
|
74 |
+
- - valid
|
75 |
+
- loss
|
76 |
+
- min
|
77 |
+
- - train
|
78 |
+
- loss
|
79 |
+
- min
|
80 |
+
keep_nbest_models: 3
|
81 |
+
nbest_averaging_interval: 0
|
82 |
+
grad_clip: 2.0
|
83 |
+
grad_clip_type: 2.0
|
84 |
+
grad_noise: false
|
85 |
+
accum_grad: 4
|
86 |
+
no_forward_run: false
|
87 |
+
resume: true
|
88 |
+
train_dtype: float32
|
89 |
+
use_amp: false
|
90 |
+
log_interval: null
|
91 |
+
use_matplotlib: true
|
92 |
+
use_tensorboard: true
|
93 |
+
create_graph_in_tensorboard: false
|
94 |
+
use_wandb: false
|
95 |
+
wandb_project: null
|
96 |
+
wandb_id: null
|
97 |
+
wandb_entity: null
|
98 |
+
wandb_name: null
|
99 |
+
wandb_model_log_interval: -1
|
100 |
+
detect_anomaly: false
|
101 |
+
pretrain_path: null
|
102 |
+
init_param:
|
103 |
+
- ../tts_pretrain_phn_residual/exp/tts_train_phn_none/2epoch.pth:tts_pretrain.encoder:tts.encoder
|
104 |
+
- ../tts_pretrain_phn_residual/exp/tts_train_phn_none/2epoch.pth:tts_pretrain.lid_emb:tts.lid_emb
|
105 |
+
ignore_init_mismatch: false
|
106 |
+
freeze_param:
|
107 |
+
- tts.encoder.adapter
|
108 |
+
- tts.encoder.embed
|
109 |
+
- tts.lid_emb
|
110 |
+
num_iters_per_epoch: null
|
111 |
+
batch_size: 20
|
112 |
+
valid_batch_size: null
|
113 |
+
batch_bins: 400000
|
114 |
+
valid_batch_bins: null
|
115 |
+
train_shape_file:
|
116 |
+
- exp/tts_stats_raw_phn_none/train/text_shape.phn
|
117 |
+
- exp/tts_stats_raw_phn_none/train/speech_shape
|
118 |
+
valid_shape_file:
|
119 |
+
- exp/tts_stats_raw_phn_none/valid/text_shape.phn
|
120 |
+
- exp/tts_stats_raw_phn_none/valid/speech_shape
|
121 |
+
batch_type: numel
|
122 |
+
valid_batch_type: null
|
123 |
+
fold_length:
|
124 |
+
- 150
|
125 |
+
- 204800
|
126 |
+
sort_in_batch: descending
|
127 |
+
sort_batch: descending
|
128 |
+
multiple_iterator: false
|
129 |
+
chunk_length: 500
|
130 |
+
chunk_shift_ratio: 0.5
|
131 |
+
num_cache_chunks: 1024
|
132 |
+
train_data_path_and_name_and_type:
|
133 |
+
- - /local/11454483.1.gpu/dump/raw/train/text
|
134 |
+
- text
|
135 |
+
- text
|
136 |
+
- - /local/11454483.1.gpu/dump/raw/train/wav.scp
|
137 |
+
- speech
|
138 |
+
- sound
|
139 |
+
- - /local/11454483.1.gpu/dump/xvector/train/xvector.scp
|
140 |
+
- spembs
|
141 |
+
- kaldi_ark
|
142 |
+
- - /local/11454483.1.gpu/dump/raw/train/utt2lid
|
143 |
+
- lids
|
144 |
+
- text_int
|
145 |
+
valid_data_path_and_name_and_type:
|
146 |
+
- - /local/11454483.1.gpu/dump/raw/dev/text
|
147 |
+
- text
|
148 |
+
- text
|
149 |
+
- - /local/11454483.1.gpu/dump/raw/dev/wav.scp
|
150 |
+
- speech
|
151 |
+
- sound
|
152 |
+
- - /local/11454483.1.gpu/dump/xvector/dev/xvector.scp
|
153 |
+
- spembs
|
154 |
+
- kaldi_ark
|
155 |
+
- - /local/11454483.1.gpu/dump/raw/dev/utt2lid
|
156 |
+
- lids
|
157 |
+
- text_int
|
158 |
+
allow_variable_data_keys: false
|
159 |
+
max_cache_size: 0.0
|
160 |
+
max_cache_fd: 32
|
161 |
+
valid_max_cache_size: null
|
162 |
+
optim: adam
|
163 |
+
optim_conf:
|
164 |
+
lr: 1.0
|
165 |
+
scheduler: noamlr
|
166 |
+
scheduler_conf:
|
167 |
+
model_size: 512
|
168 |
+
warmup_steps: 50000
|
169 |
+
token_list:
|
170 |
+
- <blank>
|
171 |
+
- <unk>
|
172 |
+
- n
|
173 |
+
- t
|
174 |
+
- s
|
175 |
+
- l
|
176 |
+
- a
|
177 |
+
- e
|
178 |
+
- k
|
179 |
+
- d
|
180 |
+
- m
|
181 |
+
- ə
|
182 |
+
- r
|
183 |
+
- i
|
184 |
+
- p
|
185 |
+
- o
|
186 |
+
- v
|
187 |
+
- ɪ
|
188 |
+
- ˈa
|
189 |
+
- ɾ
|
190 |
+
- j
|
191 |
+
- z
|
192 |
+
- ˈɛ
|
193 |
+
- ˈe
|
194 |
+
- ɛ
|
195 |
+
- b
|
196 |
+
- ˈo
|
197 |
+
- f
|
198 |
+
- ˈi
|
199 |
+
- u
|
200 |
+
- ð
|
201 |
+
- ʁ
|
202 |
+
- h
|
203 |
+
- ɡ
|
204 |
+
- ɔ
|
205 |
+
- ʃ
|
206 |
+
- ˈu
|
207 |
+
- w
|
208 |
+
- ˌe
|
209 |
+
- ts
|
210 |
+
- ŋ
|
211 |
+
- ˌa
|
212 |
+
- æ
|
213 |
+
- iː
|
214 |
+
- ˈɪ
|
215 |
+
- ˈiː
|
216 |
+
- ˈaː
|
217 |
+
- ɹ
|
218 |
+
- ʊ
|
219 |
+
- ɑ
|
220 |
+
- ˈeː
|
221 |
+
- ˈɔ
|
222 |
+
- x
|
223 |
+
- aː
|
224 |
+
- tʃ
|
225 |
+
- ˌi
|
226 |
+
- ˌo
|
227 |
+
- tː
|
228 |
+
- oː
|
229 |
+
- ɣ
|
230 |
+
- ˈoː
|
231 |
+
- eː
|
232 |
+
- y
|
233 |
+
- θ
|
234 |
+
- ɲ
|
235 |
+
- ə-
|
236 |
+
- ʋ
|
237 |
+
- ʒ
|
238 |
+
- ˌɛ
|
239 |
+
- ˈɑ
|
240 |
+
- β
|
241 |
+
- uː
|
242 |
+
- ˈuː
|
243 |
+
- ˈaɪ
|
244 |
+
- ç
|
245 |
+
- ˈɑ̃
|
246 |
+
- ˈɔ̃
|
247 |
+
- ˈæ
|
248 |
+
- ɚ
|
249 |
+
- ˌɪ
|
250 |
+
- ɑ̃
|
251 |
+
- ˌu
|
252 |
+
- ˌɔ
|
253 |
+
- ˈy
|
254 |
+
- ɜ
|
255 |
+
- tʲ
|
256 |
+
- ˈeɪ
|
257 |
+
- ˈɑː
|
258 |
+
- ˌeː
|
259 |
+
- ʌ
|
260 |
+
- ᵻ
|
261 |
+
- ɐ
|
262 |
+
- ˌɑ
|
263 |
+
- ɨ
|
264 |
+
- ɔ̃
|
265 |
+
- dʒ
|
266 |
+
- e-
|
267 |
+
- ˌiː
|
268 |
+
- a-
|
269 |
+
- ˈʌ
|
270 |
+
- ˌʊ
|
271 |
+
- əl
|
272 |
+
- ʎ
|
273 |
+
- ˌaɪ
|
274 |
+
- aɪ
|
275 |
+
- ˈɔː
|
276 |
+
- ss
|
277 |
+
- ˈaʊ
|
278 |
+
- rʲ
|
279 |
+
- kː
|
280 |
+
- ˈoʊ
|
281 |
+
- ˌaː
|
282 |
+
- ɑː
|
283 |
+
- nʲ
|
284 |
+
- ˌoː
|
285 |
+
- ø
|
286 |
+
- ˈɛɪ
|
287 |
+
- ɛɪ
|
288 |
+
- ˌæ
|
289 |
+
- ʂ
|
290 |
+
- ɲʲ
|
291 |
+
- ˌɑː
|
292 |
+
- ɕ
|
293 |
+
- ˈai
|
294 |
+
- vʲ
|
295 |
+
- dʲ
|
296 |
+
- ai
|
297 |
+
- ei
|
298 |
+
- ɛ̃
|
299 |
+
- mʲ
|
300 |
+
- ˈø
|
301 |
+
- ɭ
|
302 |
+
- ˈɵ
|
303 |
+
- pː
|
304 |
+
- ˈɛ̃
|
305 |
+
- ɔː
|
306 |
+
- oʊ
|
307 |
+
- ˈɜː
|
308 |
+
- ˈʊ
|
309 |
+
- tɕ
|
310 |
+
- ɟ
|
311 |
+
- ˌaʊ
|
312 |
+
- ˈœ
|
313 |
+
- kʲ
|
314 |
+
- ˈuo
|
315 |
+
- ˈoi
|
316 |
+
- æː
|
317 |
+
- dʑ
|
318 |
+
- l̩
|
319 |
+
- ˈie
|
320 |
+
- ɪː
|
321 |
+
- ie
|
322 |
+
- oi
|
323 |
+
- ˌeɪ
|
324 |
+
- ˈɨ
|
325 |
+
- yː
|
326 |
+
- ˈɪː
|
327 |
+
- ˌy
|
328 |
+
- øː
|
329 |
+
- ˈʏ
|
330 |
+
- ˈɛː
|
331 |
+
- ˈoːɹ
|
332 |
+
- ˌuː
|
333 |
+
- ˌʌ
|
334 |
+
- ˈeu
|
335 |
+
- ˈei
|
336 |
+
- aʊ
|
337 |
+
- ˌoi
|
338 |
+
- bː
|
339 |
+
- ˌai
|
340 |
+
- ˈœy
|
341 |
+
- ˈøː
|
342 |
+
- ˈɑːɹ
|
343 |
+
- œ̃
|
344 |
+
- ˈæː
|
345 |
+
- au
|
346 |
+
- y-
|
347 |
+
- r̝̊
|
348 |
+
- ɵ
|
349 |
+
- ˌɵ
|
350 |
+
- c
|
351 |
+
- ˌɛɪ
|
352 |
+
- ˈɔø
|
353 |
+
- ˈyː
|
354 |
+
- ee
|
355 |
+
- pʲ
|
356 |
+
- ˈee
|
357 |
+
- bʲ
|
358 |
+
- ˈyø
|
359 |
+
- iə
|
360 |
+
- ˈiə
|
361 |
+
- ˌɨ
|
362 |
+
- ˌøː
|
363 |
+
- ɔːɹ
|
364 |
+
- ɔø
|
365 |
+
- eɪ
|
366 |
+
- ʑ
|
367 |
+
- ˈau
|
368 |
+
- ˈʊɹ
|
369 |
+
- r̝
|
370 |
+
- dʒː
|
371 |
+
- ˌeʊ
|
372 |
+
- ˈɔːɹ
|
373 |
+
- ˌoʊ
|
374 |
+
- ˌʊɹ
|
375 |
+
- ɑːɹ
|
376 |
+
- ˈæy
|
377 |
+
- ˌyː
|
378 |
+
- s^
|
379 |
+
- eu
|
380 |
+
- ˌə
|
381 |
+
- tʃː
|
382 |
+
- ˈə
|
383 |
+
- ˌei
|
384 |
+
- ea
|
385 |
+
- tsʲ
|
386 |
+
- ẽ
|
387 |
+
- ʌʊ
|
388 |
+
- œy
|
389 |
+
- ˈʌʊ
|
390 |
+
- nʲʲ
|
391 |
+
- ˌæi
|
392 |
+
- ˌʏ
|
393 |
+
- ˌɛː
|
394 |
+
- ˈɪɹ
|
395 |
+
- æi
|
396 |
+
- ˈɛɹ
|
397 |
+
- ˈæi
|
398 |
+
- ˈɔɪ
|
399 |
+
- ã
|
400 |
+
- dzː
|
401 |
+
- r̩
|
402 |
+
- ˈẽ
|
403 |
+
- ou
|
404 |
+
- œ
|
405 |
+
- ɜː
|
406 |
+
- uo
|
407 |
+
- tʲʲ
|
408 |
+
- ˌø
|
409 |
+
- ɛɹ
|
410 |
+
- ɭʲ
|
411 |
+
- iɪ
|
412 |
+
- (en)
|
413 |
+
- ʂʲ
|
414 |
+
- tsː
|
415 |
+
- ˌuo
|
416 |
+
- ˌʌʊ
|
417 |
+
- oːɹ
|
418 |
+
- ˈou
|
419 |
+
- ˌɛ̃
|
420 |
+
- ʝ
|
421 |
+
- eʊ
|
422 |
+
- ɨ̃
|
423 |
+
- ˈɔa
|
424 |
+
- ɟː
|
425 |
+
- ʊɐ
|
426 |
+
- ˈr̩
|
427 |
+
- tʃʲ
|
428 |
+
- uɪ
|
429 |
+
- ɡʲ
|
430 |
+
- ˈea
|
431 |
+
- ˌʊɐ
|
432 |
+
- ˈʊɐ
|
433 |
+
- ɛː
|
434 |
+
- ˌyi
|
435 |
+
- t^
|
436 |
+
- tɕʲ
|
437 |
+
- ˌea
|
438 |
+
- (fr)
|
439 |
+
- ɕʲ
|
440 |
+
- ʀ
|
441 |
+
- ˌɔø
|
442 |
+
- ʏ
|
443 |
+
- ˌœ
|
444 |
+
- ˈoɪ
|
445 |
+
- ˌau
|
446 |
+
- eɑ
|
447 |
+
- ˌɪː
|
448 |
+
- ˈeʊ
|
449 |
+
- ˈiɪ
|
450 |
+
- ˈã
|
451 |
+
- ˌɔː
|
452 |
+
- ˌã
|
453 |
+
- sʲ
|
454 |
+
- ˈaɪɚ
|
455 |
+
- ˌɑ̃
|
456 |
+
- ˌæː
|
457 |
+
- ey
|
458 |
+
- ˌœy
|
459 |
+
- ˈaɪə
|
460 |
+
- d̪
|
461 |
+
- ɾʲ
|
462 |
+
- ˌøi
|
463 |
+
- dː
|
464 |
+
- ˌie
|
465 |
+
- ui
|
466 |
+
- fʲ
|
467 |
+
- n̩
|
468 |
+
- ʔ
|
469 |
+
- ˌou
|
470 |
+
- yi
|
471 |
+
- ˌɑːɹ
|
472 |
+
- tsʲʲ
|
473 |
+
- ˌɐ
|
474 |
+
- ˈœ̃
|
475 |
+
- ˌyø
|
476 |
+
- dz
|
477 |
+
- ɡː
|
478 |
+
- ɾʲʲ
|
479 |
+
- ˈl̩
|
480 |
+
- ˈøy
|
481 |
+
- ˌæy
|
482 |
+
- cː
|
483 |
+
- æy
|
484 |
+
- ʊɹ
|
485 |
+
- ʑʲ
|
486 |
+
- ˌɜː
|
487 |
+
- yʊ
|
488 |
+
- ˌɛɹ
|
489 |
+
- pf
|
490 |
+
- dʑʲ
|
491 |
+
- ˌoːɹ
|
492 |
+
- ˈɨ̃
|
493 |
+
- ˈiʊ
|
494 |
+
- õ
|
495 |
+
- ɔa
|
496 |
+
- ˌɔa
|
497 |
+
- ˌee
|
498 |
+
- ˈĩ
|
499 |
+
- ˌiɪ
|
500 |
+
- ˌɔːɹ
|
501 |
+
- ˈɒ
|
502 |
+
- ja
|
503 |
+
- ĩ
|
504 |
+
- ˈũ
|
505 |
+
- ɒ
|
506 |
+
- ũ
|
507 |
+
- ʃʲ
|
508 |
+
- ɪɹ
|
509 |
+
- ju
|
510 |
+
- (de)
|
511 |
+
- yø
|
512 |
+
- ˌeu
|
513 |
+
- d^
|
514 |
+
- ˈiu
|
515 |
+
- ˈja
|
516 |
+
- øi
|
517 |
+
- ˈeɑ
|
518 |
+
- ˈyi
|
519 |
+
- ɾʲˌʲ
|
520 |
+
- ʃʲʲ
|
521 |
+
- ʃʲˌʲ
|
522 |
+
- aɪə
|
523 |
+
- ˈuɪ
|
524 |
+
- iu
|
525 |
+
- ˈõ
|
526 |
+
- iɐ
|
527 |
+
- ˌẽ
|
528 |
+
- iʊ
|
529 |
+
- ˌr̩
|
530 |
+
- ˈui
|
531 |
+
- əʊ
|
532 |
+
- u"
|
533 |
+
- ˌɔ̃
|
534 |
+
- ˈəʊ
|
535 |
+
- iy
|
536 |
+
- ʲ
|
537 |
+
- zʲˌʲ
|
538 |
+
- (it)
|
539 |
+
- ˌɒ
|
540 |
+
- ɔɪ
|
541 |
+
- ˌɪɹ
|
542 |
+
- ˈɵː
|
543 |
+
- ˈu"
|
544 |
+
- nʲˌʲ
|
545 |
+
- (nl)
|
546 |
+
- ˌl̩
|
547 |
+
- ˈey
|
548 |
+
- βː
|
549 |
+
- lʲʲ
|
550 |
+
- oɪ
|
551 |
+
- ˈiɐ
|
552 |
+
- ˌiɐ
|
553 |
+
- lʲ
|
554 |
+
- tsʲˌʲ
|
555 |
+
- xʲ
|
556 |
+
- ˌũ
|
557 |
+
- mʲʲ
|
558 |
+
- dʒʲ
|
559 |
+
- ˌeo
|
560 |
+
- ˈju
|
561 |
+
- r̩ː
|
562 |
+
- lʲˌʲ
|
563 |
+
- ˈøi
|
564 |
+
- t^ː
|
565 |
+
- əɪ
|
566 |
+
- l̩ː
|
567 |
+
- tʃˌʲ
|
568 |
+
- eo
|
569 |
+
- zʲʲ
|
570 |
+
- ˌiy
|
571 |
+
- aʲ
|
572 |
+
- ˌoɪ
|
573 |
+
- tl#
|
574 |
+
- ˈyɪ
|
575 |
+
- ˌiə
|
576 |
+
- ˌey
|
577 |
+
- øy
|
578 |
+
- dʲʲ
|
579 |
+
- ˈl̩ː
|
580 |
+
- ˈyʊ
|
581 |
+
- ˌɨ̃
|
582 |
+
- ʀʲ
|
583 |
+
- ɣː
|
584 |
+
- ˈeo
|
585 |
+
- ˈʊə
|
586 |
+
- ˌiu
|
587 |
+
- ˌøy
|
588 |
+
- ˈəɪ
|
589 |
+
- ˈeə
|
590 |
+
- aɪɚ
|
591 |
+
- ɪ^
|
592 |
+
- eə
|
593 |
+
- ˌĩ
|
594 |
+
- t̪
|
595 |
+
- vʲʲ
|
596 |
+
- (es)
|
597 |
+
- (gn)
|
598 |
+
- zʲ
|
599 |
+
- ˌõ
|
600 |
+
- əː
|
601 |
+
- bʲʲ
|
602 |
+
- (base)
|
603 |
+
- ˌəʊ
|
604 |
+
- ˈə-
|
605 |
+
- (ru)
|
606 |
+
- ˌɔɪ
|
607 |
+
- ˈæiː
|
608 |
+
- tsˌʲ
|
609 |
+
- ˈr̩ː
|
610 |
+
- ə--
|
611 |
+
- ˌn̩
|
612 |
+
- uʲ
|
613 |
+
- ˈw
|
614 |
+
- hʲ
|
615 |
+
- ˌeə
|
616 |
+
- yɪ
|
617 |
+
- fʲʲ
|
618 |
+
- ˌyʊ
|
619 |
+
- (el)
|
620 |
+
- ˌaɪɚ
|
621 |
+
- ˈəː
|
622 |
+
- ˌʊə
|
623 |
+
- ɵː
|
624 |
+
- t̪ː
|
625 |
+
- w-
|
626 |
+
- (sl)
|
627 |
+
- eʲ
|
628 |
+
- ˈa-
|
629 |
+
- ˌr̩ː
|
630 |
+
- mʲˌʲ
|
631 |
+
- (fi)
|
632 |
+
- ʒʲʲ
|
633 |
+
- çʲ
|
634 |
+
- ˌaɪə
|
635 |
+
- ˈɚ
|
636 |
+
- (lt)
|
637 |
+
- pʲʲ
|
638 |
+
- ˈɜ
|
639 |
+
- ˌuɪ
|
640 |
+
- ˌja
|
641 |
+
- (pl)
|
642 |
+
- ˈe-
|
643 |
+
- ˌe-
|
644 |
+
- (et)
|
645 |
+
- ˈoːʲ
|
646 |
+
- (kl)
|
647 |
+
- ˈõː
|
648 |
+
- (hu)
|
649 |
+
- ˈiy
|
650 |
+
- ʊə
|
651 |
+
- ˈaʲ
|
652 |
+
- ˌl̩ː
|
653 |
+
- lˌʲ
|
654 |
+
- '1'
|
655 |
+
- ʒʲ
|
656 |
+
- (cs)
|
657 |
+
- ˈææ
|
658 |
+
- ˈts-
|
659 |
+
- ts-
|
660 |
+
- ˌʊː
|
661 |
+
- ˌy"
|
662 |
+
- cʲ
|
663 |
+
- wʲ
|
664 |
+
- ˈãː
|
665 |
+
- ˈuʲ
|
666 |
+
- (ro)
|
667 |
+
- ˌɜ
|
668 |
+
- (sk)
|
669 |
+
- oːʲ
|
670 |
+
- ʊː
|
671 |
+
- ˈtl#tl#
|
672 |
+
- ʃˈʲ
|
673 |
+
- ɬ
|
674 |
+
- ˌə-
|
675 |
+
- (hr)
|
676 |
+
- tl#tl#
|
677 |
+
- ˌœ̃
|
678 |
+
- ˈʊː
|
679 |
+
- l̩ʲ
|
680 |
+
- dʒˌʲ
|
681 |
+
- tsˈʲ
|
682 |
+
- pʲˌʲ
|
683 |
+
- ˈʌː
|
684 |
+
- ˈeʲ
|
685 |
+
- aːʲ
|
686 |
+
- vʲˌʲ
|
687 |
+
- ˈj
|
688 |
+
- ()
|
689 |
+
- eːː
|
690 |
+
- ˌãː
|
691 |
+
- ˈuːʲ
|
692 |
+
- ˈeeʲ
|
693 |
+
- <sos/eos>
|
694 |
+
odim: null
|
695 |
+
model_conf: {}
|
696 |
+
use_preprocessor: true
|
697 |
+
token_type: phn
|
698 |
+
bpemodel: null
|
699 |
+
non_linguistic_symbols: null
|
700 |
+
cleaner: null
|
701 |
+
g2p: null
|
702 |
+
feats_extract: fbank
|
703 |
+
feats_extract_conf:
|
704 |
+
n_fft: 1024
|
705 |
+
hop_length: 256
|
706 |
+
win_length: null
|
707 |
+
fs: 16000
|
708 |
+
fmin: 80
|
709 |
+
fmax: 7600
|
710 |
+
n_mels: 80
|
711 |
+
normalize: global_mvn
|
712 |
+
normalize_conf:
|
713 |
+
stats_file: exp/tts_stats_raw_phn_none/train/feats_stats.npz
|
714 |
+
tts: transformer
|
715 |
+
tts_conf:
|
716 |
+
embed_dim: 0
|
717 |
+
eprenet_conv_layers: 0
|
718 |
+
eprenet_conv_filts: 0
|
719 |
+
eprenet_conv_chans: 0
|
720 |
+
dprenet_layers: 2
|
721 |
+
dprenet_units: 256
|
722 |
+
adim: 512
|
723 |
+
aheads: 8
|
724 |
+
elayers: 6
|
725 |
+
eunits: 1024
|
726 |
+
dlayers: 6
|
727 |
+
dunits: 1024
|
728 |
+
positionwise_layer_type: conv1d
|
729 |
+
positionwise_conv_kernel_size: 1
|
730 |
+
postnet_layers: 5
|
731 |
+
postnet_filts: 5
|
732 |
+
postnet_chans: 256
|
733 |
+
spk_embed_dim: 192
|
734 |
+
spk_embed_integration_type: add
|
735 |
+
use_gst: true
|
736 |
+
gst_heads: 4
|
737 |
+
gst_tokens: 16
|
738 |
+
use_masking: true
|
739 |
+
bce_pos_weight: 5.0
|
740 |
+
use_scaled_pos_enc: true
|
741 |
+
encoder_normalize_before: true
|
742 |
+
decoder_normalize_before: true
|
743 |
+
reduction_factor: 1
|
744 |
+
init_type: xavier_uniform
|
745 |
+
init_enc_alpha: 1.0
|
746 |
+
init_dec_alpha: 1.0
|
747 |
+
eprenet_dropout_rate: 0.0
|
748 |
+
dprenet_dropout_rate: 0.5
|
749 |
+
postnet_dropout_rate: 0.5
|
750 |
+
transformer_enc_dropout_rate: 0.1
|
751 |
+
transformer_enc_positional_dropout_rate: 0.1
|
752 |
+
transformer_enc_attn_dropout_rate: 0.1
|
753 |
+
transformer_dec_dropout_rate: 0.1
|
754 |
+
transformer_dec_positional_dropout_rate: 0.1
|
755 |
+
transformer_dec_attn_dropout_rate: 0.1
|
756 |
+
transformer_enc_dec_attn_dropout_rate: 0.1
|
757 |
+
use_guided_attn_loss: true
|
758 |
+
num_heads_applied_guided_attn: 2
|
759 |
+
num_layers_applied_guided_attn: 2
|
760 |
+
modules_applied_guided_attn:
|
761 |
+
- encoder-decoder
|
762 |
+
guided_attn_loss_sigma: 0.4
|
763 |
+
guided_attn_loss_lambda: 10.0
|
764 |
+
langs: 21
|
765 |
+
lang_family_encoding: false
|
766 |
+
num_lang_family: 7
|
767 |
+
use_adapter: true
|
768 |
+
adapter_type: residual
|
769 |
+
use_encoder_w_lid: true
|
770 |
+
pitch_extract: null
|
771 |
+
pitch_extract_conf: {}
|
772 |
+
pitch_normalize: null
|
773 |
+
pitch_normalize_conf: {}
|
774 |
+
energy_extract: null
|
775 |
+
energy_extract_conf: {}
|
776 |
+
energy_normalize: null
|
777 |
+
energy_normalize_conf: {}
|
778 |
+
required:
|
779 |
+
- output_dir
|
780 |
+
- token_list
|
781 |
+
version: '202209'
|
782 |
+
distributed: false
|
783 |
+
```
|
784 |
+
|
785 |
+
</details>
|
786 |
+
|
787 |
+
|
788 |
+
|
789 |
+
### Citing ESPnet
|
790 |
+
|
791 |
+
```BibTex
|
792 |
+
@inproceedings{watanabe2018espnet,
|
793 |
+
author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
|
794 |
+
title={{ESPnet}: End-to-End Speech Processing Toolkit},
|
795 |
+
year={2018},
|
796 |
+
booktitle={Proceedings of Interspeech},
|
797 |
+
pages={2207--2211},
|
798 |
+
doi={10.21437/Interspeech.2018-1456},
|
799 |
+
url={http://dx.doi.org/10.21437/Interspeech.2018-1456}
|
800 |
+
}
|
801 |
+
|
802 |
+
|
803 |
+
|
804 |
+
|
805 |
+
@inproceedings{hayashi2020espnet,
|
806 |
+
title={{Espnet-TTS}: Unified, reproducible, and integratable open source end-to-end text-to-speech toolkit},
|
807 |
+
author={Hayashi, Tomoki and Yamamoto, Ryuichi and Inoue, Katsuki and Yoshimura, Takenori and Watanabe, Shinji and Toda, Tomoki and Takeda, Kazuya and Zhang, Yu and Tan, Xu},
|
808 |
+
booktitle={Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
|
809 |
+
pages={7654--7658},
|
810 |
+
year={2020},
|
811 |
+
organization={IEEE}
|
812 |
+
}
|
813 |
+
```
|
814 |
+
|
815 |
+
or arXiv:
|
816 |
+
|
817 |
+
```bibtex
|
818 |
+
@misc{watanabe2018espnet,
|
819 |
+
title={ESPnet: End-to-End Speech Processing Toolkit},
|
820 |
+
author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
|
821 |
+
year={2018},
|
822 |
+
eprint={1804.00015},
|
823 |
+
archivePrefix={arXiv},
|
824 |
+
primaryClass={cs.CL}
|
825 |
+
}
|
826 |
+
```
|
dump/raw/org/train/lang2lid
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<unk> 0
|
2 |
+
cs_cz 1
|
3 |
+
de_de 2
|
4 |
+
el_gr 3
|
5 |
+
en_uk 4
|
6 |
+
en_us 5
|
7 |
+
es_419 6
|
8 |
+
et_ee 7
|
9 |
+
fi_fi 8
|
10 |
+
fr_fr 9
|
11 |
+
hr_hr 10
|
12 |
+
hu_hu 11
|
13 |
+
it_it 12
|
14 |
+
lt_lt 13
|
15 |
+
nl_nl 14
|
16 |
+
pl_pl 15
|
17 |
+
ro_ro 16
|
18 |
+
ru_ru 17
|
19 |
+
sk_sk 18
|
20 |
+
sl_si 19
|
21 |
+
uk_ua 20
|
dump/xvector/test/spk_xvector.ark
ADDED
Binary file (5.54 kB). View file
|
|
dump/xvector/test/spk_xvector.scp
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
css10_de dump/xvector/test/spk_xvector.ark:9
|
2 |
+
css10_el dump/xvector/test/spk_xvector.ark:801
|
3 |
+
css10_fi dump/xvector/test/spk_xvector.ark:1593
|
4 |
+
css10_fr dump/xvector/test/spk_xvector.ark:2385
|
5 |
+
css10_hu dump/xvector/test/spk_xvector.ark:3177
|
6 |
+
css10_nl dump/xvector/test/spk_xvector.ark:3969
|
7 |
+
css10_ru dump/xvector/test/spk_xvector.ark:4761
|
dump/xvector/train/spk_xvector.ark
ADDED
Binary file (5.54 kB). View file
|
|
dump/xvector/train/spk_xvector.scp
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
css10_de dump/xvector/train/spk_xvector.ark:9
|
2 |
+
css10_el dump/xvector/train/spk_xvector.ark:801
|
3 |
+
css10_fi dump/xvector/train/spk_xvector.ark:1593
|
4 |
+
css10_fr dump/xvector/train/spk_xvector.ark:2385
|
5 |
+
css10_hu dump/xvector/train/spk_xvector.ark:3177
|
6 |
+
css10_nl dump/xvector/train/spk_xvector.ark:3969
|
7 |
+
css10_ru dump/xvector/train/spk_xvector.ark:4761
|
exp/tts_stats_raw_phn_none/train/feats_stats.npz
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ed1b26fa9a899031a8727e1a4607db371c918145e6dc39d89cc0556ca2e65237
|
3 |
+
size 1402
|
exp/tts_train_raw_phn_none/config.yaml
ADDED
@@ -0,0 +1,745 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
|
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|
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|
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|
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|
|
|
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|
|
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|
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|
|
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|
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|
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|
|
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|
|
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|
|
|
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|
|
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|
|
|
|
|
|
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|
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|
1 |
+
config: conf/train.yaml
|
2 |
+
print_config: false
|
3 |
+
log_level: INFO
|
4 |
+
dry_run: false
|
5 |
+
iterator_type: sequence
|
6 |
+
output_dir: exp/tts_train_raw_phn_none
|
7 |
+
ngpu: 1
|
8 |
+
seed: 0
|
9 |
+
num_workers: 1
|
10 |
+
num_att_plot: 1
|
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 |
+
- - valid
|
38 |
+
- loss
|
39 |
+
- min
|
40 |
+
- - train
|
41 |
+
- loss
|
42 |
+
- min
|
43 |
+
keep_nbest_models: 3
|
44 |
+
nbest_averaging_interval: 0
|
45 |
+
grad_clip: 2.0
|
46 |
+
grad_clip_type: 2.0
|
47 |
+
grad_noise: false
|
48 |
+
accum_grad: 4
|
49 |
+
no_forward_run: false
|
50 |
+
resume: true
|
51 |
+
train_dtype: float32
|
52 |
+
use_amp: false
|
53 |
+
log_interval: null
|
54 |
+
use_matplotlib: true
|
55 |
+
use_tensorboard: true
|
56 |
+
create_graph_in_tensorboard: false
|
57 |
+
use_wandb: false
|
58 |
+
wandb_project: null
|
59 |
+
wandb_id: null
|
60 |
+
wandb_entity: null
|
61 |
+
wandb_name: null
|
62 |
+
wandb_model_log_interval: -1
|
63 |
+
detect_anomaly: false
|
64 |
+
pretrain_path: null
|
65 |
+
init_param:
|
66 |
+
- ../tts_pretrain_phn_residual/exp/tts_train_phn_none/2epoch.pth:tts_pretrain.encoder:tts.encoder
|
67 |
+
- ../tts_pretrain_phn_residual/exp/tts_train_phn_none/2epoch.pth:tts_pretrain.lid_emb:tts.lid_emb
|
68 |
+
ignore_init_mismatch: false
|
69 |
+
freeze_param:
|
70 |
+
- tts.encoder.adapter
|
71 |
+
- tts.encoder.embed
|
72 |
+
- tts.lid_emb
|
73 |
+
num_iters_per_epoch: null
|
74 |
+
batch_size: 20
|
75 |
+
valid_batch_size: null
|
76 |
+
batch_bins: 400000
|
77 |
+
valid_batch_bins: null
|
78 |
+
train_shape_file:
|
79 |
+
- exp/tts_stats_raw_phn_none/train/text_shape.phn
|
80 |
+
- exp/tts_stats_raw_phn_none/train/speech_shape
|
81 |
+
valid_shape_file:
|
82 |
+
- exp/tts_stats_raw_phn_none/valid/text_shape.phn
|
83 |
+
- exp/tts_stats_raw_phn_none/valid/speech_shape
|
84 |
+
batch_type: numel
|
85 |
+
valid_batch_type: null
|
86 |
+
fold_length:
|
87 |
+
- 150
|
88 |
+
- 204800
|
89 |
+
sort_in_batch: descending
|
90 |
+
sort_batch: descending
|
91 |
+
multiple_iterator: false
|
92 |
+
chunk_length: 500
|
93 |
+
chunk_shift_ratio: 0.5
|
94 |
+
num_cache_chunks: 1024
|
95 |
+
train_data_path_and_name_and_type:
|
96 |
+
- - /local/11454483.1.gpu/dump/raw/train/text
|
97 |
+
- text
|
98 |
+
- text
|
99 |
+
- - /local/11454483.1.gpu/dump/raw/train/wav.scp
|
100 |
+
- speech
|
101 |
+
- sound
|
102 |
+
- - /local/11454483.1.gpu/dump/xvector/train/xvector.scp
|
103 |
+
- spembs
|
104 |
+
- kaldi_ark
|
105 |
+
- - /local/11454483.1.gpu/dump/raw/train/utt2lid
|
106 |
+
- lids
|
107 |
+
- text_int
|
108 |
+
valid_data_path_and_name_and_type:
|
109 |
+
- - /local/11454483.1.gpu/dump/raw/dev/text
|
110 |
+
- text
|
111 |
+
- text
|
112 |
+
- - /local/11454483.1.gpu/dump/raw/dev/wav.scp
|
113 |
+
- speech
|
114 |
+
- sound
|
115 |
+
- - /local/11454483.1.gpu/dump/xvector/dev/xvector.scp
|
116 |
+
- spembs
|
117 |
+
- kaldi_ark
|
118 |
+
- - /local/11454483.1.gpu/dump/raw/dev/utt2lid
|
119 |
+
- lids
|
120 |
+
- text_int
|
121 |
+
allow_variable_data_keys: false
|
122 |
+
max_cache_size: 0.0
|
123 |
+
max_cache_fd: 32
|
124 |
+
valid_max_cache_size: null
|
125 |
+
optim: adam
|
126 |
+
optim_conf:
|
127 |
+
lr: 1.0
|
128 |
+
scheduler: noamlr
|
129 |
+
scheduler_conf:
|
130 |
+
model_size: 512
|
131 |
+
warmup_steps: 50000
|
132 |
+
token_list:
|
133 |
+
- <blank>
|
134 |
+
- <unk>
|
135 |
+
- n
|
136 |
+
- t
|
137 |
+
- s
|
138 |
+
- l
|
139 |
+
- a
|
140 |
+
- e
|
141 |
+
- k
|
142 |
+
- d
|
143 |
+
- m
|
144 |
+
- ə
|
145 |
+
- r
|
146 |
+
- i
|
147 |
+
- p
|
148 |
+
- o
|
149 |
+
- v
|
150 |
+
- ɪ
|
151 |
+
- ˈa
|
152 |
+
- ɾ
|
153 |
+
- j
|
154 |
+
- z
|
155 |
+
- ˈɛ
|
156 |
+
- ˈe
|
157 |
+
- ɛ
|
158 |
+
- b
|
159 |
+
- ˈo
|
160 |
+
- f
|
161 |
+
- ˈi
|
162 |
+
- u
|
163 |
+
- ð
|
164 |
+
- ʁ
|
165 |
+
- h
|
166 |
+
- ɡ
|
167 |
+
- ɔ
|
168 |
+
- ʃ
|
169 |
+
- ˈu
|
170 |
+
- w
|
171 |
+
- ˌe
|
172 |
+
- ts
|
173 |
+
- ŋ
|
174 |
+
- ˌa
|
175 |
+
- æ
|
176 |
+
- iː
|
177 |
+
- ˈɪ
|
178 |
+
- ˈiː
|
179 |
+
- ˈaː
|
180 |
+
- ɹ
|
181 |
+
- ʊ
|
182 |
+
- ɑ
|
183 |
+
- ˈeː
|
184 |
+
- ˈɔ
|
185 |
+
- x
|
186 |
+
- aː
|
187 |
+
- tʃ
|
188 |
+
- ˌi
|
189 |
+
- ˌo
|
190 |
+
- tː
|
191 |
+
- oː
|
192 |
+
- ɣ
|
193 |
+
- ˈoː
|
194 |
+
- eː
|
195 |
+
- y
|
196 |
+
- θ
|
197 |
+
- ɲ
|
198 |
+
- ə-
|
199 |
+
- ʋ
|
200 |
+
- ʒ
|
201 |
+
- ˌɛ
|
202 |
+
- ˈɑ
|
203 |
+
- β
|
204 |
+
- uː
|
205 |
+
- ˈuː
|
206 |
+
- ˈaɪ
|
207 |
+
- ç
|
208 |
+
- ˈɑ̃
|
209 |
+
- ˈɔ̃
|
210 |
+
- ˈæ
|
211 |
+
- ɚ
|
212 |
+
- ˌɪ
|
213 |
+
- ɑ̃
|
214 |
+
- ˌu
|
215 |
+
- ˌɔ
|
216 |
+
- ˈy
|
217 |
+
- ɜ
|
218 |
+
- tʲ
|
219 |
+
- ˈeɪ
|
220 |
+
- ˈɑː
|
221 |
+
- ˌeː
|
222 |
+
- ʌ
|
223 |
+
- ᵻ
|
224 |
+
- ɐ
|
225 |
+
- ˌɑ
|
226 |
+
- ɨ
|
227 |
+
- ɔ̃
|
228 |
+
- dʒ
|
229 |
+
- e-
|
230 |
+
- ˌiː
|
231 |
+
- a-
|
232 |
+
- ˈʌ
|
233 |
+
- ˌʊ
|
234 |
+
- əl
|
235 |
+
- ʎ
|
236 |
+
- ˌaɪ
|
237 |
+
- aɪ
|
238 |
+
- ˈɔː
|
239 |
+
- ss
|
240 |
+
- ˈaʊ
|
241 |
+
- rʲ
|
242 |
+
- kː
|
243 |
+
- ˈoʊ
|
244 |
+
- ˌaː
|
245 |
+
- ɑː
|
246 |
+
- nʲ
|
247 |
+
- ˌoː
|
248 |
+
- ø
|
249 |
+
- ˈɛɪ
|
250 |
+
- ɛɪ
|
251 |
+
- ˌæ
|
252 |
+
- ʂ
|
253 |
+
- ɲʲ
|
254 |
+
- ˌɑː
|
255 |
+
- ɕ
|
256 |
+
- ˈai
|
257 |
+
- vʲ
|
258 |
+
- dʲ
|
259 |
+
- ai
|
260 |
+
- ei
|
261 |
+
- ɛ̃
|
262 |
+
- mʲ
|
263 |
+
- ˈø
|
264 |
+
- ɭ
|
265 |
+
- ˈɵ
|
266 |
+
- pː
|
267 |
+
- ˈɛ̃
|
268 |
+
- ɔː
|
269 |
+
- oʊ
|
270 |
+
- ˈɜː
|
271 |
+
- ˈʊ
|
272 |
+
- tɕ
|
273 |
+
- ɟ
|
274 |
+
- ˌaʊ
|
275 |
+
- ˈœ
|
276 |
+
- kʲ
|
277 |
+
- ˈuo
|
278 |
+
- ˈoi
|
279 |
+
- æː
|
280 |
+
- dʑ
|
281 |
+
- l̩
|
282 |
+
- ˈie
|
283 |
+
- ɪː
|
284 |
+
- ie
|
285 |
+
- oi
|
286 |
+
- ˌeɪ
|
287 |
+
- ˈɨ
|
288 |
+
- yː
|
289 |
+
- ˈɪː
|
290 |
+
- ˌy
|
291 |
+
- øː
|
292 |
+
- ˈʏ
|
293 |
+
- ˈɛː
|
294 |
+
- ˈoːɹ
|
295 |
+
- ˌuː
|
296 |
+
- ˌʌ
|
297 |
+
- ˈeu
|
298 |
+
- ˈei
|
299 |
+
- aʊ
|
300 |
+
- ˌoi
|
301 |
+
- bː
|
302 |
+
- ˌai
|
303 |
+
- ˈœy
|
304 |
+
- ˈøː
|
305 |
+
- ˈɑːɹ
|
306 |
+
- œ̃
|
307 |
+
- ˈæː
|
308 |
+
- au
|
309 |
+
- y-
|
310 |
+
- r̝̊
|
311 |
+
- ɵ
|
312 |
+
- ˌɵ
|
313 |
+
- c
|
314 |
+
- ˌɛɪ
|
315 |
+
- ˈɔø
|
316 |
+
- ˈyː
|
317 |
+
- ee
|
318 |
+
- pʲ
|
319 |
+
- ˈee
|
320 |
+
- bʲ
|
321 |
+
- ˈyø
|
322 |
+
- iə
|
323 |
+
- ˈiə
|
324 |
+
- ˌɨ
|
325 |
+
- ˌøː
|
326 |
+
- ɔːɹ
|
327 |
+
- ɔø
|
328 |
+
- eɪ
|
329 |
+
- ʑ
|
330 |
+
- ˈau
|
331 |
+
- ˈʊɹ
|
332 |
+
- r̝
|
333 |
+
- dʒː
|
334 |
+
- ˌeʊ
|
335 |
+
- ˈɔːɹ
|
336 |
+
- ˌoʊ
|
337 |
+
- ˌʊɹ
|
338 |
+
- ɑːɹ
|
339 |
+
- ˈæy
|
340 |
+
- ˌyː
|
341 |
+
- s^
|
342 |
+
- eu
|
343 |
+
- ˌə
|
344 |
+
- tʃː
|
345 |
+
- ˈə
|
346 |
+
- ˌei
|
347 |
+
- ea
|
348 |
+
- tsʲ
|
349 |
+
- ẽ
|
350 |
+
- ʌʊ
|
351 |
+
- œy
|
352 |
+
- ˈʌʊ
|
353 |
+
- nʲʲ
|
354 |
+
- ˌæi
|
355 |
+
- ˌʏ
|
356 |
+
- ˌɛː
|
357 |
+
- ˈɪɹ
|
358 |
+
- æi
|
359 |
+
- ˈɛɹ
|
360 |
+
- ˈæi
|
361 |
+
- ˈɔɪ
|
362 |
+
- ã
|
363 |
+
- dzː
|
364 |
+
- r̩
|
365 |
+
- ˈẽ
|
366 |
+
- ou
|
367 |
+
- œ
|
368 |
+
- ɜː
|
369 |
+
- uo
|
370 |
+
- tʲʲ
|
371 |
+
- ˌø
|
372 |
+
- ɛɹ
|
373 |
+
- ɭʲ
|
374 |
+
- iɪ
|
375 |
+
- (en)
|
376 |
+
- ʂʲ
|
377 |
+
- tsː
|
378 |
+
- ˌuo
|
379 |
+
- ˌʌʊ
|
380 |
+
- oːɹ
|
381 |
+
- ˈou
|
382 |
+
- ˌɛ̃
|
383 |
+
- ʝ
|
384 |
+
- eʊ
|
385 |
+
- ɨ̃
|
386 |
+
- ˈɔa
|
387 |
+
- ɟː
|
388 |
+
- ʊɐ
|
389 |
+
- ˈr̩
|
390 |
+
- tʃʲ
|
391 |
+
- uɪ
|
392 |
+
- ɡʲ
|
393 |
+
- ˈea
|
394 |
+
- ˌʊɐ
|
395 |
+
- ˈʊɐ
|
396 |
+
- ɛː
|
397 |
+
- ˌyi
|
398 |
+
- t^
|
399 |
+
- tɕʲ
|
400 |
+
- ˌea
|
401 |
+
- (fr)
|
402 |
+
- ɕʲ
|
403 |
+
- ʀ
|
404 |
+
- ˌɔø
|
405 |
+
- ʏ
|
406 |
+
- ˌœ
|
407 |
+
- ˈoɪ
|
408 |
+
- ˌau
|
409 |
+
- eɑ
|
410 |
+
- ˌɪː
|
411 |
+
- ˈeʊ
|
412 |
+
- ˈiɪ
|
413 |
+
- ˈã
|
414 |
+
- ˌɔː
|
415 |
+
- ˌã
|
416 |
+
- sʲ
|
417 |
+
- ˈaɪɚ
|
418 |
+
- ˌɑ̃
|
419 |
+
- ˌæː
|
420 |
+
- ey
|
421 |
+
- ˌœy
|
422 |
+
- ˈaɪə
|
423 |
+
- d̪
|
424 |
+
- ɾʲ
|
425 |
+
- ˌøi
|
426 |
+
- dː
|
427 |
+
- ˌie
|
428 |
+
- ui
|
429 |
+
- fʲ
|
430 |
+
- n̩
|
431 |
+
- ʔ
|
432 |
+
- ˌou
|
433 |
+
- yi
|
434 |
+
- ˌɑːɹ
|
435 |
+
- tsʲʲ
|
436 |
+
- ˌɐ
|
437 |
+
- ˈœ̃
|
438 |
+
- ˌyø
|
439 |
+
- dz
|
440 |
+
- ɡː
|
441 |
+
- ɾʲʲ
|
442 |
+
- ˈl̩
|
443 |
+
- ˈøy
|
444 |
+
- ˌæy
|
445 |
+
- cː
|
446 |
+
- æy
|
447 |
+
- ʊɹ
|
448 |
+
- ʑʲ
|
449 |
+
- ˌɜː
|
450 |
+
- yʊ
|
451 |
+
- ˌɛɹ
|
452 |
+
- pf
|
453 |
+
- dʑʲ
|
454 |
+
- ˌoːɹ
|
455 |
+
- ˈɨ̃
|
456 |
+
- ˈiʊ
|
457 |
+
- õ
|
458 |
+
- ɔa
|
459 |
+
- ˌɔa
|
460 |
+
- ˌee
|
461 |
+
- ˈĩ
|
462 |
+
- ˌiɪ
|
463 |
+
- ˌɔːɹ
|
464 |
+
- ˈɒ
|
465 |
+
- ja
|
466 |
+
- ĩ
|
467 |
+
- ˈũ
|
468 |
+
- ɒ
|
469 |
+
- ũ
|
470 |
+
- ʃʲ
|
471 |
+
- ɪɹ
|
472 |
+
- ju
|
473 |
+
- (de)
|
474 |
+
- yø
|
475 |
+
- ˌeu
|
476 |
+
- d^
|
477 |
+
- ˈiu
|
478 |
+
- ˈja
|
479 |
+
- øi
|
480 |
+
- ˈeɑ
|
481 |
+
- ˈyi
|
482 |
+
- ɾʲˌʲ
|
483 |
+
- ʃʲʲ
|
484 |
+
- ʃʲˌʲ
|
485 |
+
- aɪə
|
486 |
+
- ˈuɪ
|
487 |
+
- iu
|
488 |
+
- ˈõ
|
489 |
+
- iɐ
|
490 |
+
- ˌẽ
|
491 |
+
- iʊ
|
492 |
+
- ˌr̩
|
493 |
+
- ˈui
|
494 |
+
- əʊ
|
495 |
+
- u"
|
496 |
+
- ˌɔ̃
|
497 |
+
- ˈəʊ
|
498 |
+
- iy
|
499 |
+
- ʲ
|
500 |
+
- zʲˌʲ
|
501 |
+
- (it)
|
502 |
+
- ˌɒ
|
503 |
+
- ɔɪ
|
504 |
+
- ˌɪɹ
|
505 |
+
- ˈɵː
|
506 |
+
- ˈu"
|
507 |
+
- nʲˌʲ
|
508 |
+
- (nl)
|
509 |
+
- ˌl̩
|
510 |
+
- ˈey
|
511 |
+
- βː
|
512 |
+
- lʲʲ
|
513 |
+
- oɪ
|
514 |
+
- ˈiɐ
|
515 |
+
- ˌiɐ
|
516 |
+
- lʲ
|
517 |
+
- tsʲˌʲ
|
518 |
+
- xʲ
|
519 |
+
- ˌũ
|
520 |
+
- mʲʲ
|
521 |
+
- dʒʲ
|
522 |
+
- ˌeo
|
523 |
+
- ˈju
|
524 |
+
- r̩ː
|
525 |
+
- lʲˌʲ
|
526 |
+
- ˈøi
|
527 |
+
- t^ː
|
528 |
+
- əɪ
|
529 |
+
- l̩ː
|
530 |
+
- tʃˌʲ
|
531 |
+
- eo
|
532 |
+
- zʲʲ
|
533 |
+
- ˌiy
|
534 |
+
- aʲ
|
535 |
+
- ˌoɪ
|
536 |
+
- tl#
|
537 |
+
- ˈyɪ
|
538 |
+
- ˌiə
|
539 |
+
- ˌey
|
540 |
+
- øy
|
541 |
+
- dʲʲ
|
542 |
+
- ˈl̩ː
|
543 |
+
- ˈyʊ
|
544 |
+
- ˌɨ̃
|
545 |
+
- ʀʲ
|
546 |
+
- ɣː
|
547 |
+
- ˈeo
|
548 |
+
- ˈʊə
|
549 |
+
- ˌiu
|
550 |
+
- ˌøy
|
551 |
+
- ˈəɪ
|
552 |
+
- ˈeə
|
553 |
+
- aɪɚ
|
554 |
+
- ɪ^
|
555 |
+
- eə
|
556 |
+
- ˌĩ
|
557 |
+
- t̪
|
558 |
+
- vʲʲ
|
559 |
+
- (es)
|
560 |
+
- (gn)
|
561 |
+
- zʲ
|
562 |
+
- ˌõ
|
563 |
+
- əː
|
564 |
+
- bʲʲ
|
565 |
+
- (base)
|
566 |
+
- ˌəʊ
|
567 |
+
- ˈə-
|
568 |
+
- (ru)
|
569 |
+
- ˌɔɪ
|
570 |
+
- ˈæiː
|
571 |
+
- tsˌʲ
|
572 |
+
- ˈr̩ː
|
573 |
+
- ə--
|
574 |
+
- ˌn̩
|
575 |
+
- uʲ
|
576 |
+
- ˈw
|
577 |
+
- hʲ
|
578 |
+
- ˌeə
|
579 |
+
- yɪ
|
580 |
+
- fʲʲ
|
581 |
+
- ˌyʊ
|
582 |
+
- (el)
|
583 |
+
- ˌaɪɚ
|
584 |
+
- ˈəː
|
585 |
+
- ˌʊə
|
586 |
+
- ɵː
|
587 |
+
- t̪ː
|
588 |
+
- w-
|
589 |
+
- (sl)
|
590 |
+
- eʲ
|
591 |
+
- ˈa-
|
592 |
+
- ˌr̩ː
|
593 |
+
- mʲˌʲ
|
594 |
+
- (fi)
|
595 |
+
- ʒʲʲ
|
596 |
+
- çʲ
|
597 |
+
- ˌaɪə
|
598 |
+
- ˈɚ
|
599 |
+
- (lt)
|
600 |
+
- pʲʲ
|
601 |
+
- ˈɜ
|
602 |
+
- ˌuɪ
|
603 |
+
- ˌja
|
604 |
+
- (pl)
|
605 |
+
- ˈe-
|
606 |
+
- ˌe-
|
607 |
+
- (et)
|
608 |
+
- ˈoːʲ
|
609 |
+
- (kl)
|
610 |
+
- ˈõː
|
611 |
+
- (hu)
|
612 |
+
- ˈiy
|
613 |
+
- ʊə
|
614 |
+
- ˈaʲ
|
615 |
+
- ˌl̩ː
|
616 |
+
- lˌʲ
|
617 |
+
- '1'
|
618 |
+
- ʒʲ
|
619 |
+
- (cs)
|
620 |
+
- ˈææ
|
621 |
+
- ˈts-
|
622 |
+
- ts-
|
623 |
+
- ˌʊː
|
624 |
+
- ˌy"
|
625 |
+
- cʲ
|
626 |
+
- wʲ
|
627 |
+
- ˈãː
|
628 |
+
- ˈuʲ
|
629 |
+
- (ro)
|
630 |
+
- ˌɜ
|
631 |
+
- (sk)
|
632 |
+
- oːʲ
|
633 |
+
- ʊː
|
634 |
+
- ˈtl#tl#
|
635 |
+
- ʃˈʲ
|
636 |
+
- ɬ
|
637 |
+
- ˌə-
|
638 |
+
- (hr)
|
639 |
+
- tl#tl#
|
640 |
+
- ˌœ̃
|
641 |
+
- ˈʊː
|
642 |
+
- l̩ʲ
|
643 |
+
- dʒˌʲ
|
644 |
+
- tsˈʲ
|
645 |
+
- pʲˌʲ
|
646 |
+
- ˈʌː
|
647 |
+
- ˈeʲ
|
648 |
+
- aːʲ
|
649 |
+
- vʲˌʲ
|
650 |
+
- ˈj
|
651 |
+
- ()
|
652 |
+
- eːː
|
653 |
+
- ˌãː
|
654 |
+
- ˈuːʲ
|
655 |
+
- ˈeeʲ
|
656 |
+
- <sos/eos>
|
657 |
+
odim: null
|
658 |
+
model_conf: {}
|
659 |
+
use_preprocessor: true
|
660 |
+
token_type: phn
|
661 |
+
bpemodel: null
|
662 |
+
non_linguistic_symbols: null
|
663 |
+
cleaner: null
|
664 |
+
g2p: null
|
665 |
+
feats_extract: fbank
|
666 |
+
feats_extract_conf:
|
667 |
+
n_fft: 1024
|
668 |
+
hop_length: 256
|
669 |
+
win_length: null
|
670 |
+
fs: 16000
|
671 |
+
fmin: 80
|
672 |
+
fmax: 7600
|
673 |
+
n_mels: 80
|
674 |
+
normalize: global_mvn
|
675 |
+
normalize_conf:
|
676 |
+
stats_file: exp/tts_stats_raw_phn_none/train/feats_stats.npz
|
677 |
+
tts: transformer
|
678 |
+
tts_conf:
|
679 |
+
embed_dim: 0
|
680 |
+
eprenet_conv_layers: 0
|
681 |
+
eprenet_conv_filts: 0
|
682 |
+
eprenet_conv_chans: 0
|
683 |
+
dprenet_layers: 2
|
684 |
+
dprenet_units: 256
|
685 |
+
adim: 512
|
686 |
+
aheads: 8
|
687 |
+
elayers: 6
|
688 |
+
eunits: 1024
|
689 |
+
dlayers: 6
|
690 |
+
dunits: 1024
|
691 |
+
positionwise_layer_type: conv1d
|
692 |
+
positionwise_conv_kernel_size: 1
|
693 |
+
postnet_layers: 5
|
694 |
+
postnet_filts: 5
|
695 |
+
postnet_chans: 256
|
696 |
+
spk_embed_dim: 192
|
697 |
+
spk_embed_integration_type: add
|
698 |
+
use_gst: true
|
699 |
+
gst_heads: 4
|
700 |
+
gst_tokens: 16
|
701 |
+
use_masking: true
|
702 |
+
bce_pos_weight: 5.0
|
703 |
+
use_scaled_pos_enc: true
|
704 |
+
encoder_normalize_before: true
|
705 |
+
decoder_normalize_before: true
|
706 |
+
reduction_factor: 1
|
707 |
+
init_type: xavier_uniform
|
708 |
+
init_enc_alpha: 1.0
|
709 |
+
init_dec_alpha: 1.0
|
710 |
+
eprenet_dropout_rate: 0.0
|
711 |
+
dprenet_dropout_rate: 0.5
|
712 |
+
postnet_dropout_rate: 0.5
|
713 |
+
transformer_enc_dropout_rate: 0.1
|
714 |
+
transformer_enc_positional_dropout_rate: 0.1
|
715 |
+
transformer_enc_attn_dropout_rate: 0.1
|
716 |
+
transformer_dec_dropout_rate: 0.1
|
717 |
+
transformer_dec_positional_dropout_rate: 0.1
|
718 |
+
transformer_dec_attn_dropout_rate: 0.1
|
719 |
+
transformer_enc_dec_attn_dropout_rate: 0.1
|
720 |
+
use_guided_attn_loss: true
|
721 |
+
num_heads_applied_guided_attn: 2
|
722 |
+
num_layers_applied_guided_attn: 2
|
723 |
+
modules_applied_guided_attn:
|
724 |
+
- encoder-decoder
|
725 |
+
guided_attn_loss_sigma: 0.4
|
726 |
+
guided_attn_loss_lambda: 10.0
|
727 |
+
langs: 21
|
728 |
+
lang_family_encoding: false
|
729 |
+
num_lang_family: 7
|
730 |
+
use_adapter: true
|
731 |
+
adapter_type: residual
|
732 |
+
use_encoder_w_lid: true
|
733 |
+
pitch_extract: null
|
734 |
+
pitch_extract_conf: {}
|
735 |
+
pitch_normalize: null
|
736 |
+
pitch_normalize_conf: {}
|
737 |
+
energy_extract: null
|
738 |
+
energy_extract_conf: {}
|
739 |
+
energy_normalize: null
|
740 |
+
energy_normalize_conf: {}
|
741 |
+
required:
|
742 |
+
- output_dir
|
743 |
+
- token_list
|
744 |
+
version: '202209'
|
745 |
+
distributed: false
|
exp/tts_train_raw_phn_none/images/backward_time.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/bce_loss.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/decoder_alpha.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/enc_dec_attn_loss.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/encoder_alpha.png
ADDED
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exp/tts_train_raw_phn_none/images/forward_time.png
ADDED
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exp/tts_train_raw_phn_none/images/gpu_max_cached_mem_GB.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/iter_time.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/l1_loss.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/l2_loss.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/lid_loss.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/lid_loss_mlm.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/loss.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/mlm_acc.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/mlm_loss.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/optim0_lr0.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/optim_step_time.png
ADDED
![]() |
exp/tts_train_raw_phn_none/images/train_time.png
ADDED
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exp/tts_train_raw_phn_none/latest.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:b78279f273076f6c3b0ba49725dfb890a7b74bf886258ff2cc8cc68038abd9ce
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size 138451573
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meta.yaml
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espnet: '202209'
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files:
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model_file: exp/tts_train_raw_phn_none/latest.pth
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python: "3.8.13 (default, Mar 28 2022, 11:38:47) \n[GCC 7.5.0]"
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timestamp: 1691375968.669351
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torch: 1.11.0+cu113
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yaml_files:
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train_config: exp/tts_train_raw_phn_none/config.yaml
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