config: conf/ar_prior_train.yaml
print_config: false
log_level: INFO
dry_run: false
iterator_type: sequence
output_dir: exp/tts_finetune_ar_prior
ngpu: 1
seed: 0
num_workers: 1
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: 5
grad_clip: 1.0
grad_clip_type: 2.0
grad_noise: false
accum_grad: 8
no_forward_run: false
resume: true
train_dtype: float32
use_amp: false
log_interval: null
use_tensorboard: true
use_wandb: false
wandb_project: null
wandb_id: null
detect_anomaly: false
pretrain_path: null
init_param:
- /data/leuven/339/vsc33942/espnet-mirror/egs2/acapela_blizzard/tts1/exp/tts_train_raw_phn_none/valid.loss.best.pth:::tts.prosody_encoder.ar_prior
freeze_param:
- encoder.,prosody_encoder.ref_encoder.,prosody_encoder.fg_encoder.,prosody_encoder.global_encoder.,prosody_encoder.global_projection.,prosody_encoder.vq_layer.,prosody_encoder.qfg_projection,duration_predictor.,length_regulator,decoder.,feat_out,postnet
num_iters_per_epoch: 50
batch_size: 20
valid_batch_size: null
batch_bins: 3000000
valid_batch_bins: null
train_shape_file:
- exp/tts_stats_raw_phn_none/train/text_shape.phn
- exp/tts_stats_raw_phn_none/train/speech_shape
valid_shape_file:
- exp/tts_stats_raw_phn_none/valid/text_shape.phn
- exp/tts_stats_raw_phn_none/valid/speech_shape
batch_type: numel
valid_batch_type: null
fold_length:
- 150
- 204800
sort_in_batch: descending
sort_batch: descending
multiple_iterator: false
chunk_length: 500
chunk_shift_ratio: 0.5
num_cache_chunks: 1024
train_data_path_and_name_and_type:
-   - dump/raw/tr_no_dev/text
    - text
    - text
-   - data/durations/tr_no_dev/durations
    - durations
    - text_int
-   - dump/raw/tr_no_dev/wav.scp
    - speech
    - sound
valid_data_path_and_name_and_type:
-   - dump/raw/dev/text
    - text
    - text
-   - data/durations/dev/durations
    - durations
    - text_int
-   - dump/raw/dev/wav.scp
    - speech
    - sound
allow_variable_data_keys: false
max_cache_size: 0.0
max_cache_fd: 32
valid_max_cache_size: null
optim: adam
optim_conf:
    lr: 1.0
scheduler: noamlr
scheduler_conf:
    model_size: 384
    warmup_steps: 4000
token_list:
- <blank>
- <unk>
- n
- '@'
- t
- _
- s
- I
- r
- d
- l
- m
- i
- '{'
- z
- D
- w
- r=
- f
- v
- E1
- b
- t_h
- h
- V
- u
- k
- I1
- '{1'
- k_h
- N
- EI1
- V1
- O1
- AI
- H
- S
- p_h
- '@U1'
- i1
- g
- AI1
- j
- O
- p
- u1
- r=1
- tS
- Or
- '4'
- A
- Or1
- E
- dZ
- T
- aU1
- U
- Er1
- '@U'
- U1
- Ar1
- Er
- aU
- EI
- ir1
- l=
- OI1
- Ar
- Ur1
- n=
- A1
- Z
- '?'
- ir
- Ur
- OI
- <sos/eos>
odim: null
model_conf: {}
use_preprocessor: true
token_type: phn
bpemodel: null
non_linguistic_symbols: null
cleaner: null
g2p: null
feats_extract: fbank
feats_extract_conf:
    fs: 22050
    fmin: 80
    fmax: 7600
    n_mels: 80
    hop_length: 256
    n_fft: 1024
    win_length: null
normalize: global_mvn
normalize_conf:
    stats_file: feats_stats.npz
tts: fastespeech
tts_conf:
    adim: 128
    aheads: 2
    elayers: 4
    eunits: 1536
    dlayers: 4
    dunits: 1536
    positionwise_layer_type: conv1d
    positionwise_conv_kernel_size: 3
    duration_predictor_layers: 2
    duration_predictor_chans: 128
    duration_predictor_kernel_size: 3
    duration_predictor_dropout_rate: 0.2
    postnet_layers: 5
    postnet_filts: 5
    postnet_chans: 256
    use_masking: true
    use_scaled_pos_enc: true
    encoder_normalize_before: true
    decoder_normalize_before: true
    reduction_factor: 1
    init_type: xavier_uniform
    init_enc_alpha: 1.0
    init_dec_alpha: 1.0
    transformer_enc_dropout_rate: 0.2
    transformer_enc_positional_dropout_rate: 0.2
    transformer_enc_attn_dropout_rate: 0.2
    transformer_dec_dropout_rate: 0.2
    transformer_dec_positional_dropout_rate: 0.2
    transformer_dec_attn_dropout_rate: 0.2
    ref_enc_conv_layers: 2
    ref_enc_conv_kernel_size: 3
    ref_enc_conv_stride: 2
    ref_enc_gru_layers: 1
    ref_enc_gru_units: 32
    ref_emb_integration_type: add
    prosody_num_embs: 32
    prosody_hidden_dim: 3
    prosody_emb_integration_type: add
pitch_extract: null
pitch_extract_conf: {}
pitch_normalize: null
pitch_normalize_conf: {}
energy_extract: null
energy_extract_conf: {}
energy_normalize: null
energy_normalize_conf: {}
required:
- output_dir
- token_list
version: 0.9.9
distributed: false