config: conf/tuning/train_naive_rnn_dp.yaml
print_config: false
log_level: INFO
drop_last_iter: false
dry_run: false
iterator_type: sequence
valid_iterator_type: null
output_dir: exp/svs_train_naive_rnn_dp_raw_phn_pyopenjtalk_jp
ngpu: 1
seed: 0
num_workers: 8
num_att_plot: 3
dist_backend: nccl
dist_init_method: env://
dist_world_size: null
dist_rank: null
local_rank: 0
dist_master_addr: null
dist_master_port: null
dist_launcher: null
multiprocessing_distributed: false
unused_parameters: false
sharded_ddp: false
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: true
collect_stats: false
write_collected_feats: false
max_epoch: 500
patience: null
val_scheduler_criterion:
- valid
- loss
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
-   - valid
    - loss
    - min
-   - train
    - loss
    - min
keep_nbest_models: 2
nbest_averaging_interval: 0
grad_clip: 1.0
grad_clip_type: 2.0
grad_noise: false
accum_grad: 1
no_forward_run: false
resume: true
train_dtype: float32
use_amp: false
log_interval: null
use_matplotlib: true
use_tensorboard: true
create_graph_in_tensorboard: false
use_wandb: false
wandb_project: null
wandb_id: null
wandb_entity: null
wandb_name: null
wandb_model_log_interval: -1
detect_anomaly: false
use_lora: false
save_lora_only: true
lora_conf: {}
pretrain_path: null
init_param: []
ignore_init_mismatch: false
freeze_param: []
num_iters_per_epoch: null
batch_size: 16
valid_batch_size: null
batch_bins: 1000000
valid_batch_bins: null
train_shape_file:
- exp/svs_stats_raw_phn_pyopenjtalk_jp/train/text_shape.phn
- exp/svs_stats_raw_phn_pyopenjtalk_jp/train/singing_shape
valid_shape_file:
- exp/svs_stats_raw_phn_pyopenjtalk_jp/valid/text_shape.phn
- exp/svs_stats_raw_phn_pyopenjtalk_jp/valid/singing_shape
batch_type: sorted
valid_batch_type: null
fold_length:
- 150
- 240000
sort_in_batch: descending
shuffle_within_batch: false
sort_batch: descending
multiple_iterator: false
chunk_length: 500
chunk_shift_ratio: 0.5
num_cache_chunks: 1024
chunk_excluded_key_prefixes: []
chunk_default_fs: null
train_data_path_and_name_and_type:
-   - dump/raw/tr_no_dev/text
    - text
    - text
-   - dump/raw/tr_no_dev/wav.scp
    - singing
    - sound
-   - dump/raw/tr_no_dev/label
    - label
    - duration
-   - dump/raw/tr_no_dev/score.scp
    - score
    - score
valid_data_path_and_name_and_type:
-   - dump/raw/dev/text
    - text
    - text
-   - dump/raw/dev/wav.scp
    - singing
    - sound
-   - dump/raw/dev/label
    - label
    - duration
-   - dump/raw/dev/score.scp
    - score
    - score
allow_variable_data_keys: false
max_cache_size: 0.0
max_cache_fd: 32
allow_multi_rates: false
valid_max_cache_size: null
exclude_weight_decay: false
exclude_weight_decay_conf: {}
optim: adam
optim_conf:
    lr: 0.001
    eps: 1.0e-06
    weight_decay: 0.0
scheduler: null
scheduler_conf: {}
token_list:
- <blank>
- <unk>
- pau
- a
- o
- i
- u
- e
- k
- n
- r
- m
- t
- N
- s
- w
- y
- sh
- g
- d
- ch
- b
- ts
- p
- z
- h
- f
- j
- cl
- ry
- ky
- gy
- ny
- hy
- my
- v
- by
- py
- ty
- dy
- <sos/eos>
odim: null
model_conf: {}
use_preprocessor: true
token_type: phn
bpemodel: null
non_linguistic_symbols: null
cleaner: null
g2p: pyopenjtalk
fs: 24000
score_feats_extract: syllable_score_feats
score_feats_extract_conf:
    fs: 24000
    n_fft: 2048
    win_length: 1200
    hop_length: 300
feats_extract: fbank
feats_extract_conf:
    n_fft: 2048
    hop_length: 300
    win_length: 1200
    fs: 24000
    fmin: 80
    fmax: 7600
    n_mels: 80
normalize: global_mvn
normalize_conf:
    stats_file: exp/svs_stats_raw_phn_pyopenjtalk_jp/train/feats_stats.npz
svs: naive_rnn_dp
svs_conf:
    midi_dim: 129
    embed_dim: 512
    duration_dim: 500
    eprenet_conv_layers: 0
    eprenet_conv_chans: 256
    eprenet_conv_filts: 3
    elayers: 3
    eunits: 256
    ebidirectional: true
    midi_embed_integration_type: add
    dlayers: 2
    dunits: 256
    dbidirectional: true
    postnet_layers: 5
    postnet_chans: 512
    postnet_filts: 5
    use_batch_norm: true
    reduction_factor: 1
    eprenet_dropout_rate: 0.2
    edropout_rate: 0.1
    ddropout_rate: 0.1
    postnet_dropout_rate: 0.5
    init_type: pytorch
    use_masking: true
pitch_extract: dio
pitch_extract_conf:
    use_token_averaged_f0: false
    fs: 24000
    n_fft: 2048
    hop_length: 300
    f0max: 800
    f0min: 80
    reduction_factor: 1
pitch_normalize: global_mvn
pitch_normalize_conf:
    stats_file: exp/svs_stats_raw_phn_pyopenjtalk_jp/train/pitch_stats.npz
ying_extract: null
ying_extract_conf: {}
energy_extract: null
energy_extract_conf: {}
energy_normalize: null
energy_normalize_conf: {}
required:
- output_dir
- token_list
version: '202310'
distributed: false