Yuning Wu
commited on
Commit
•
9d99e8b
1
Parent(s):
40c5dfd
Update model
Browse files- README.md +1 -0
- exp/svs_stats_raw_phn_None_zh/train/feats_stats.npz +3 -0
- exp/svs_stats_raw_phn_None_zh/train/pitch_stats.npz +3 -0
- exp/visinger1/263epoch.pth +3 -0
- exp/visinger1/config.yaml +414 -0
- exp/visinger1/images/ctc_loss.png +0 -0
- exp/visinger1/images/discriminator_backward_time.png +0 -0
- exp/visinger1/images/discriminator_fake_loss.png +0 -0
- exp/visinger1/images/discriminator_forward_time.png +0 -0
- exp/visinger1/images/discriminator_loss.png +0 -0
- exp/visinger1/images/discriminator_optim_step_time.png +0 -0
- exp/visinger1/images/discriminator_real_loss.png +0 -0
- exp/visinger1/images/discriminator_train_time.png +0 -0
- exp/visinger1/images/generator_adv_loss.png +0 -0
- exp/visinger1/images/generator_backward_time.png +0 -0
- exp/visinger1/images/generator_dur_loss.png +0 -0
- exp/visinger1/images/generator_feat_match_loss.png +0 -0
- exp/visinger1/images/generator_forward_time.png +0 -0
- exp/visinger1/images/generator_kl_loss.png +0 -0
- exp/visinger1/images/generator_loss.png +0 -0
- exp/visinger1/images/generator_mel_loss.png +0 -0
- exp/visinger1/images/generator_optim_step_time.png +0 -0
- exp/visinger1/images/generator_train_time.png +0 -0
- exp/visinger1/images/gpu_max_cached_mem_GB.png +0 -0
- exp/visinger1/images/iter_time.png +0 -0
- exp/visinger1/images/optim0_lr0.png +0 -0
- exp/visinger1/images/optim1_lr0.png +0 -0
- exp/visinger1/images/pitch_loss.png +0 -0
- exp/visinger1/images/train_time.png +0 -0
- meta.yaml +8 -0
README.md
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exp/svs_stats_raw_phn_None_zh/train/feats_stats.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:512c83dfde9de218b11b00b8a4685f74eb248e302b5ca69d765b78b73b666f95
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size 1402
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exp/svs_stats_raw_phn_None_zh/train/pitch_stats.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b5dd89bdd1c983f409124980ec3c4de47e89a87b2e5a1be09e507709936be0b
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size 770
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exp/visinger1/263epoch.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:776c60dc4c9ea0c3fbc033e40c2d2ce59c70b13bf6ba9265501f86518dd83907
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size 421788149
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exp/visinger1/config.yaml
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config: conf/tuning/train_vits.yaml
|
2 |
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print_config: false
|
3 |
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log_level: INFO
|
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+
dry_run: false
|
5 |
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iterator_type: sequence
|
6 |
+
output_dir: exp/visinger1
|
7 |
+
ngpu: 1
|
8 |
+
seed: 777
|
9 |
+
num_workers: 4
|
10 |
+
num_att_plot: 3
|
11 |
+
dist_backend: nccl
|
12 |
+
dist_init_method: env://
|
13 |
+
dist_world_size: null
|
14 |
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dist_rank: null
|
15 |
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local_rank: 0
|
16 |
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dist_master_addr: null
|
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dist_master_port: null
|
18 |
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dist_launcher: null
|
19 |
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multiprocessing_distributed: false
|
20 |
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unused_parameters: true
|
21 |
+
sharded_ddp: false
|
22 |
+
cudnn_enabled: true
|
23 |
+
cudnn_benchmark: false
|
24 |
+
cudnn_deterministic: false
|
25 |
+
collect_stats: false
|
26 |
+
write_collected_feats: false
|
27 |
+
max_epoch: 300
|
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 |
+
- total_count
|
39 |
+
- max
|
40 |
+
keep_nbest_models: 10
|
41 |
+
nbest_averaging_interval: 0
|
42 |
+
grad_clip: -1
|
43 |
+
grad_clip_type: 2.0
|
44 |
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grad_noise: false
|
45 |
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accum_grad: 1
|
46 |
+
no_forward_run: false
|
47 |
+
resume: true
|
48 |
+
train_dtype: float32
|
49 |
+
use_amp: false
|
50 |
+
log_interval: 50
|
51 |
+
use_matplotlib: true
|
52 |
+
use_tensorboard: true
|
53 |
+
create_graph_in_tensorboard: false
|
54 |
+
use_wandb: false
|
55 |
+
wandb_project: null
|
56 |
+
wandb_id: null
|
57 |
+
wandb_entity: null
|
58 |
+
wandb_name: null
|
59 |
+
wandb_model_log_interval: -1
|
60 |
+
detect_anomaly: false
|
61 |
+
pretrain_path: null
|
62 |
+
init_param: []
|
63 |
+
ignore_init_mismatch: false
|
64 |
+
freeze_param: []
|
65 |
+
num_iters_per_epoch: 1000
|
66 |
+
batch_size: 20
|
67 |
+
valid_batch_size: null
|
68 |
+
batch_bins: 500000
|
69 |
+
valid_batch_bins: null
|
70 |
+
train_shape_file:
|
71 |
+
- exp/svs_stats_raw_phn_None_zh/train/text_shape.phn
|
72 |
+
- exp/svs_stats_raw_phn_None_zh/train/singing_shape
|
73 |
+
valid_shape_file:
|
74 |
+
- exp/svs_stats_raw_phn_None_zh/valid/text_shape.phn
|
75 |
+
- exp/svs_stats_raw_phn_None_zh/valid/singing_shape
|
76 |
+
batch_type: numel
|
77 |
+
valid_batch_type: null
|
78 |
+
fold_length:
|
79 |
+
- 150
|
80 |
+
- 204800
|
81 |
+
sort_in_batch: descending
|
82 |
+
sort_batch: descending
|
83 |
+
multiple_iterator: false
|
84 |
+
chunk_length: 500
|
85 |
+
chunk_shift_ratio: 0.5
|
86 |
+
num_cache_chunks: 1024
|
87 |
+
chunk_excluded_key_prefixes: []
|
88 |
+
train_data_path_and_name_and_type:
|
89 |
+
- - dump/raw/tr_no_dev/text
|
90 |
+
- text
|
91 |
+
- text
|
92 |
+
- - dump/raw/tr_no_dev/wav.scp
|
93 |
+
- singing
|
94 |
+
- sound
|
95 |
+
- - dump/raw/tr_no_dev/label
|
96 |
+
- label
|
97 |
+
- duration
|
98 |
+
- - dump/raw/tr_no_dev/score.scp
|
99 |
+
- score
|
100 |
+
- score
|
101 |
+
- - exp/svs_stats_raw_phn_None_zh/train/collect_feats/pitch.scp
|
102 |
+
- pitch
|
103 |
+
- npy
|
104 |
+
- - exp/svs_stats_raw_phn_None_zh/train/collect_feats/feats.scp
|
105 |
+
- feats
|
106 |
+
- npy
|
107 |
+
valid_data_path_and_name_and_type:
|
108 |
+
- - dump/raw/dev/text
|
109 |
+
- text
|
110 |
+
- text
|
111 |
+
- - dump/raw/dev/wav.scp
|
112 |
+
- singing
|
113 |
+
- sound
|
114 |
+
- - dump/raw/dev/label
|
115 |
+
- label
|
116 |
+
- duration
|
117 |
+
- - dump/raw/dev/score.scp
|
118 |
+
- score
|
119 |
+
- score
|
120 |
+
- - exp/svs_stats_raw_phn_None_zh/valid/collect_feats/pitch.scp
|
121 |
+
- pitch
|
122 |
+
- npy
|
123 |
+
- - exp/svs_stats_raw_phn_None_zh/valid/collect_feats/feats.scp
|
124 |
+
- feats
|
125 |
+
- npy
|
126 |
+
allow_variable_data_keys: false
|
127 |
+
max_cache_size: 0.0
|
128 |
+
max_cache_fd: 32
|
129 |
+
valid_max_cache_size: null
|
130 |
+
exclude_weight_decay: false
|
131 |
+
exclude_weight_decay_conf: {}
|
132 |
+
optim: adamw
|
133 |
+
optim_conf:
|
134 |
+
lr: 0.0002
|
135 |
+
betas:
|
136 |
+
- 0.8
|
137 |
+
- 0.99
|
138 |
+
eps: 1.0e-09
|
139 |
+
weight_decay: 0.0
|
140 |
+
scheduler: exponentiallr
|
141 |
+
scheduler_conf:
|
142 |
+
gamma: 0.999875
|
143 |
+
optim2: adamw
|
144 |
+
optim2_conf:
|
145 |
+
lr: 0.0002
|
146 |
+
betas:
|
147 |
+
- 0.8
|
148 |
+
- 0.99
|
149 |
+
eps: 1.0e-09
|
150 |
+
weight_decay: 0.0
|
151 |
+
scheduler2: exponentiallr
|
152 |
+
scheduler2_conf:
|
153 |
+
gamma: 0.999875
|
154 |
+
generator_first: false
|
155 |
+
token_list:
|
156 |
+
- <blank>
|
157 |
+
- <unk>
|
158 |
+
- SP
|
159 |
+
- i
|
160 |
+
- AP
|
161 |
+
- e
|
162 |
+
- y
|
163 |
+
- d
|
164 |
+
- w
|
165 |
+
- sh
|
166 |
+
- ai
|
167 |
+
- n
|
168 |
+
- x
|
169 |
+
- j
|
170 |
+
- ian
|
171 |
+
- u
|
172 |
+
- l
|
173 |
+
- h
|
174 |
+
- b
|
175 |
+
- o
|
176 |
+
- zh
|
177 |
+
- an
|
178 |
+
- ou
|
179 |
+
- m
|
180 |
+
- q
|
181 |
+
- z
|
182 |
+
- en
|
183 |
+
- g
|
184 |
+
- ing
|
185 |
+
- ei
|
186 |
+
- ao
|
187 |
+
- ang
|
188 |
+
- uo
|
189 |
+
- eng
|
190 |
+
- t
|
191 |
+
- a
|
192 |
+
- ong
|
193 |
+
- ui
|
194 |
+
- k
|
195 |
+
- f
|
196 |
+
- r
|
197 |
+
- iang
|
198 |
+
- ch
|
199 |
+
- v
|
200 |
+
- in
|
201 |
+
- iao
|
202 |
+
- ie
|
203 |
+
- iu
|
204 |
+
- c
|
205 |
+
- s
|
206 |
+
- van
|
207 |
+
- p
|
208 |
+
- ve
|
209 |
+
- uan
|
210 |
+
- uang
|
211 |
+
- ia
|
212 |
+
- ua
|
213 |
+
- uai
|
214 |
+
- un
|
215 |
+
- er
|
216 |
+
- vn
|
217 |
+
- iong
|
218 |
+
- <sos/eos>
|
219 |
+
odim: null
|
220 |
+
model_conf: {}
|
221 |
+
use_preprocessor: true
|
222 |
+
token_type: phn
|
223 |
+
bpemodel: null
|
224 |
+
non_linguistic_symbols: null
|
225 |
+
cleaner: null
|
226 |
+
g2p: null
|
227 |
+
fs: 22050
|
228 |
+
score_feats_extract: syllable_score_feats
|
229 |
+
score_feats_extract_conf:
|
230 |
+
fs: 22050
|
231 |
+
n_fft: 1024
|
232 |
+
win_length: null
|
233 |
+
hop_length: 256
|
234 |
+
feats_extract: linear_spectrogram
|
235 |
+
feats_extract_conf:
|
236 |
+
n_fft: 1024
|
237 |
+
hop_length: 256
|
238 |
+
win_length: null
|
239 |
+
normalize: null
|
240 |
+
normalize_conf: {}
|
241 |
+
svs: vits
|
242 |
+
svs_conf:
|
243 |
+
generator_type: vits_generator
|
244 |
+
generator_params:
|
245 |
+
hidden_channels: 192
|
246 |
+
spks: -1
|
247 |
+
global_channels: -1
|
248 |
+
segment_size: 32
|
249 |
+
text_encoder_attention_heads: 2
|
250 |
+
text_encoder_ffn_expand: 4
|
251 |
+
text_encoder_blocks: 6
|
252 |
+
text_encoder_positionwise_layer_type: conv1d
|
253 |
+
text_encoder_positionwise_conv_kernel_size: 3
|
254 |
+
text_encoder_positional_encoding_layer_type: rel_pos
|
255 |
+
text_encoder_self_attention_layer_type: rel_selfattn
|
256 |
+
text_encoder_activation_type: swish
|
257 |
+
text_encoder_normalize_before: true
|
258 |
+
text_encoder_dropout_rate: 0.1
|
259 |
+
text_encoder_positional_dropout_rate: 0.0
|
260 |
+
text_encoder_attention_dropout_rate: 0.1
|
261 |
+
use_macaron_style_in_text_encoder: true
|
262 |
+
use_conformer_conv_in_text_encoder: false
|
263 |
+
text_encoder_conformer_kernel_size: -1
|
264 |
+
decoder_kernel_size: 7
|
265 |
+
decoder_channels: 512
|
266 |
+
decoder_upsample_scales:
|
267 |
+
- 8
|
268 |
+
- 8
|
269 |
+
- 2
|
270 |
+
- 2
|
271 |
+
decoder_upsample_kernel_sizes:
|
272 |
+
- 16
|
273 |
+
- 16
|
274 |
+
- 4
|
275 |
+
- 4
|
276 |
+
decoder_resblock_kernel_sizes:
|
277 |
+
- 3
|
278 |
+
- 7
|
279 |
+
- 11
|
280 |
+
decoder_resblock_dilations:
|
281 |
+
- - 1
|
282 |
+
- 3
|
283 |
+
- 5
|
284 |
+
- - 1
|
285 |
+
- 3
|
286 |
+
- 5
|
287 |
+
- - 1
|
288 |
+
- 3
|
289 |
+
- 5
|
290 |
+
use_weight_norm_in_decoder: true
|
291 |
+
posterior_encoder_kernel_size: 5
|
292 |
+
posterior_encoder_layers: 16
|
293 |
+
posterior_encoder_stacks: 1
|
294 |
+
posterior_encoder_base_dilation: 1
|
295 |
+
posterior_encoder_dropout_rate: 0.0
|
296 |
+
use_weight_norm_in_posterior_encoder: true
|
297 |
+
flow_flows: 4
|
298 |
+
flow_kernel_size: 5
|
299 |
+
flow_base_dilation: 1
|
300 |
+
flow_layers: 4
|
301 |
+
flow_dropout_rate: 0.0
|
302 |
+
use_weight_norm_in_flow: true
|
303 |
+
use_only_mean_in_flow: true
|
304 |
+
vocabs: 63
|
305 |
+
aux_channels: 513
|
306 |
+
use_visinger: true
|
307 |
+
use_dp: true
|
308 |
+
discriminator_type: hifigan_multi_scale_multi_period_discriminator
|
309 |
+
discriminator_params:
|
310 |
+
scales: 1
|
311 |
+
scale_downsample_pooling: AvgPool1d
|
312 |
+
scale_downsample_pooling_params:
|
313 |
+
kernel_size: 4
|
314 |
+
stride: 2
|
315 |
+
padding: 2
|
316 |
+
scale_discriminator_params:
|
317 |
+
in_channels: 1
|
318 |
+
out_channels: 1
|
319 |
+
kernel_sizes:
|
320 |
+
- 15
|
321 |
+
- 41
|
322 |
+
- 5
|
323 |
+
- 3
|
324 |
+
channels: 128
|
325 |
+
max_downsample_channels: 1024
|
326 |
+
max_groups: 16
|
327 |
+
bias: true
|
328 |
+
downsample_scales:
|
329 |
+
- 2
|
330 |
+
- 2
|
331 |
+
- 4
|
332 |
+
- 4
|
333 |
+
- 1
|
334 |
+
nonlinear_activation: LeakyReLU
|
335 |
+
nonlinear_activation_params:
|
336 |
+
negative_slope: 0.1
|
337 |
+
use_weight_norm: true
|
338 |
+
use_spectral_norm: false
|
339 |
+
follow_official_norm: false
|
340 |
+
periods:
|
341 |
+
- 2
|
342 |
+
- 3
|
343 |
+
- 5
|
344 |
+
- 7
|
345 |
+
- 11
|
346 |
+
period_discriminator_params:
|
347 |
+
in_channels: 1
|
348 |
+
out_channels: 1
|
349 |
+
kernel_sizes:
|
350 |
+
- 5
|
351 |
+
- 3
|
352 |
+
channels: 32
|
353 |
+
downsample_scales:
|
354 |
+
- 3
|
355 |
+
- 3
|
356 |
+
- 3
|
357 |
+
- 3
|
358 |
+
- 1
|
359 |
+
max_downsample_channels: 1024
|
360 |
+
bias: true
|
361 |
+
nonlinear_activation: LeakyReLU
|
362 |
+
nonlinear_activation_params:
|
363 |
+
negative_slope: 0.1
|
364 |
+
use_weight_norm: true
|
365 |
+
use_spectral_norm: false
|
366 |
+
generator_adv_loss_params:
|
367 |
+
average_by_discriminators: false
|
368 |
+
loss_type: mse
|
369 |
+
discriminator_adv_loss_params:
|
370 |
+
average_by_discriminators: false
|
371 |
+
loss_type: mse
|
372 |
+
feat_match_loss_params:
|
373 |
+
average_by_discriminators: false
|
374 |
+
average_by_layers: false
|
375 |
+
include_final_outputs: true
|
376 |
+
mel_loss_params:
|
377 |
+
fs: 22050
|
378 |
+
n_fft: 1024
|
379 |
+
hop_length: 256
|
380 |
+
win_length: null
|
381 |
+
window: hann
|
382 |
+
n_mels: 80
|
383 |
+
fmin: 0
|
384 |
+
fmax: null
|
385 |
+
log_base: null
|
386 |
+
lambda_adv: 1.0
|
387 |
+
lambda_mel: 45.0
|
388 |
+
lambda_feat_match: 2.0
|
389 |
+
lambda_dur: 0.1
|
390 |
+
lambda_pitch: 1.0
|
391 |
+
lambda_phoneme: 1.0
|
392 |
+
lambda_kl: 1.0
|
393 |
+
sampling_rate: 22050
|
394 |
+
cache_generator_outputs: true
|
395 |
+
pitch_extract: dio
|
396 |
+
pitch_extract_conf:
|
397 |
+
use_token_averaged_f0: false
|
398 |
+
fs: 22050
|
399 |
+
n_fft: 1024
|
400 |
+
hop_length: 256
|
401 |
+
f0max: 400
|
402 |
+
f0min: 80
|
403 |
+
pitch_normalize: global_mvn
|
404 |
+
pitch_normalize_conf:
|
405 |
+
stats_file: exp/svs_stats_raw_phn_None_zh/train/pitch_stats.npz
|
406 |
+
energy_extract: null
|
407 |
+
energy_extract_conf: {}
|
408 |
+
energy_normalize: null
|
409 |
+
energy_normalize_conf: {}
|
410 |
+
required:
|
411 |
+
- output_dir
|
412 |
+
- token_list
|
413 |
+
version: '202301'
|
414 |
+
distributed: false
|
exp/visinger1/images/ctc_loss.png
ADDED
exp/visinger1/images/discriminator_backward_time.png
ADDED
exp/visinger1/images/discriminator_fake_loss.png
ADDED
exp/visinger1/images/discriminator_forward_time.png
ADDED
exp/visinger1/images/discriminator_loss.png
ADDED
exp/visinger1/images/discriminator_optim_step_time.png
ADDED
exp/visinger1/images/discriminator_real_loss.png
ADDED
exp/visinger1/images/discriminator_train_time.png
ADDED
exp/visinger1/images/generator_adv_loss.png
ADDED
exp/visinger1/images/generator_backward_time.png
ADDED
exp/visinger1/images/generator_dur_loss.png
ADDED
exp/visinger1/images/generator_feat_match_loss.png
ADDED
exp/visinger1/images/generator_forward_time.png
ADDED
exp/visinger1/images/generator_kl_loss.png
ADDED
exp/visinger1/images/generator_loss.png
ADDED
exp/visinger1/images/generator_mel_loss.png
ADDED
exp/visinger1/images/generator_optim_step_time.png
ADDED
exp/visinger1/images/generator_train_time.png
ADDED
exp/visinger1/images/gpu_max_cached_mem_GB.png
ADDED
exp/visinger1/images/iter_time.png
ADDED
exp/visinger1/images/optim0_lr0.png
ADDED
exp/visinger1/images/optim1_lr0.png
ADDED
exp/visinger1/images/pitch_loss.png
ADDED
exp/visinger1/images/train_time.png
ADDED
meta.yaml
ADDED
@@ -0,0 +1,8 @@
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|
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|
1 |
+
espnet: '202301'
|
2 |
+
files:
|
3 |
+
model_file: exp/visinger1/263epoch.pth
|
4 |
+
python: "3.7.13 (default, Mar 29 2022, 02:18:16) \n[GCC 7.5.0]"
|
5 |
+
timestamp: 1681119551.501788
|
6 |
+
torch: 1.9.0
|
7 |
+
yaml_files:
|
8 |
+
train_config: exp/visinger1/config.yaml
|