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dvc.lock
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schema: '2.0'
stages:
preprocess:
cmd: python3 preprocess.py dataset.wav_dir=tests/data
deps:
- path: preprocess.py
md5: c68d62690b22efc45fbb173212686e7c
size: 2982
params:
config.yaml:
data:
segment_size: 9600
sample_rate: 16000
target_sample_rate: 24000
hop_length: 320
n_fft: 1280
win_length: 1280
f_min: 50
f_max:
dataset:
wav_dir: data/wavs
ppg_dir: data/ppg
f0_dir: data/f0
loudness_dir: data/loudness
spk_embs_file: data/spk_embs.pt
train_list: data/train.list
test_list: data/test.list
outs:
- path: data
md5: d5a01d5b45d55f1417f210e6054bb545.dir
size: 712086
nfiles: 9
train:
cmd: python3 train.py train.ckpt_dir=exp_ckpts train.logs_dir=exp_logs train.batch_size=1
train.epochs=10 train.checkpoint_interval=10 train.validation_interval=10
deps:
- path: data
md5: d5a01d5b45d55f1417f210e6054bb545.dir
size: 712086
nfiles: 9
- path: train.py
md5: c55ad4192429f80a6b9de5ba2d773108
size: 9120
params:
config.yaml:
data:
segment_size: 9600
sample_rate: 16000
target_sample_rate: 24000
hop_length: 320
n_fft: 1280
win_length: 1280
f_min: 50
f_max:
dataset:
wav_dir: data/wavs
ppg_dir: data/ppg
f0_dir: data/f0
loudness_dir: data/loudness
spk_embs_file: data/spk_embs.pt
train_list: data/train.list
test_list: data/test.list
model:
feature_dims:
- 768
- 1
- 1
cond_dims:
- 512
- 128
generator:
hidden_dim: 768
n_blocks: 7
upsamples:
- 2
- 2
- 2
- 3
- 4
- 5
channel_divs:
- 1
- 1
- 2
- 1
- 1
- 2
- 2
discriminator:
out_channels:
- 16
- 64
- 256
- 1024
- 1024
- 1024
- 1
kernels:
- 15
- 41
- 41
- 41
- 41
- 5
- 3
downsamples:
- 1
- 2
- 2
- 4
- 4
- 1
- 1
lrelu_slope: 0.2
seed: 17
train:
batch_size: 16
epochs: 1000
num_workers: 4
n_gpu:
stdout_interval: 20
checkpoint_interval: 5000
summary_interval: 100
validation_interval: 1000
lambda_adv: 4.0
grad_norm_clip_value: 1.0
ckpt_dir: ckpts
logs_dir: logs
dist_config:
dist_backend: nccl
dist_url: tcp://localhost:54321
world_size: 1
outs:
- path: exp_ckpts
md5: b520f9691d17329bc76febdaf5742a33.dir
size: 2388880764
nfiles: 4
- path: exp_logs
md5: 65eb50df5a3863aec2ba35f0c303cdd6.dir
size: 77444
nfiles: 1