models/malayalam/female/model/config.yaml

accum_grad: 8
allow_variable_data_keys: false
batch_bins: 3000000
batch_size: 20
batch_type: numel
best_model_criterion:
- - valid
  - loss
  - min
- - train
  - loss
  - min
bpemodel: null
chunk_length: 500
chunk_shift_ratio: 0.5
cleaner: null
collect_stats: false
config: conf/tuning/train_fastspeech2.yaml
cudnn_benchmark: false
cudnn_deterministic: true
cudnn_enabled: true
detect_anomaly: false
dist_backend: nccl
dist_init_method: env://
dist_launcher: null
dist_master_addr: localhost
dist_master_port: 49897
dist_rank: 0
dist_world_size: 2
distributed: true
dry_run: false
early_stopping_criterion:
- valid
- loss
- min
energy_extract: energy
energy_extract_conf:
  fs: 22050
  hop_length: 256
  n_fft: 1024
  reduction_factor: 1
  win_length: 1024
energy_normalize: global_mvn
energy_normalize_conf:
  stats_file: ./models/malayalam/female/model/energy_stats.npz
feats_extract: fbank
feats_extract_conf:
  fmax: 8000
  fmin: 0
  fs: 22050
  hop_length: 256
  n_fft: 1024
  n_mels: 80
  win_length: 1024
fold_length:
- 150
- 204800
freeze_param: []
g2p: g2p_en_no_space
grad_clip: 1.0
grad_clip_type: 2.0
grad_noise: false
ignore_init_mismatch: false
init_param: []
iterator_type: sequence
keep_nbest_models: 5
local_rank: 0
log_interval: null
log_level: INFO
max_cache_fd: 32
max_cache_size: 0.0
max_epoch: 1000
model_conf: {}
multiple_iterator: false
multiprocessing_distributed: true
nbest_averaging_interval: 0
ngpu: 1
no_forward_run: false
non_linguistic_symbols: null
normalize: global_mvn
normalize_conf:
  stats_file: ./models/malayalam/female/model/feats_stats.npz
num_att_plot: 3
num_cache_chunks: 1024
num_iters_per_epoch: 800
num_workers: 1
odim: null
optim: adam
optim_conf:
  lr: 1.0
output_dir: exp/tts_train_fastspeech2_raw_char_None
patience: null
pitch_extract: dio
pitch_extract_conf:
  f0max: 400
  f0min: 80
  fs: 22050
  hop_length: 256
  n_fft: 1024
  reduction_factor: 1
pitch_normalize: global_mvn
pitch_normalize_conf:
  stats_file: ./models/malayalam/female/model/pitch_stats.npz
pretrain_path: null
print_config: false
required:
- output_dir
- token_list
resume: true
scheduler: noamlr
scheduler_conf:
  model_size: 384
  warmup_steps: 4000
seed: 0
sharded_ddp: false
sort_batch: descending
sort_in_batch: descending
token_list:
- <blank>
- <unk>
- a
- i
- t
- n
- k
- u
- A
- y
- r
- p
- "\u091F"
- ','
- l
- w
- m
- e
- q
- c
- "\u0923"
- $
- .
- s
- "\u0D33"
- "\u0930"
- "\u0919"
- E
- O
- "\u0D7C"
- d
- "\u0936"
- U
- "\u0937"
- o
- I
- N
- "\u0927"
- "\u0D7E"
- "\u091E"
- g
- B
- Z
- j
- h
- "\u0925"
- b
- "\u0916"
- R
- "\u0910"
- "\u0918"
- "\u0914"
- "\u0D7A"
- "\u0920"
- "\u0921"
- P
- C
- H
- "\u0D7D"
- "\u0922"
- J
- <sos/eos>
token_type: char
train_data_path_and_name_and_type:
- - dump/raw/tr_no_dev/text
  - text
  - text
- - duration_info/tr_no_dev/durations
  - durations
  - text_int
- - dump/raw/tr_no_dev/wav.scp
  - speech
  - sound
- - exp/tts_stats_raw_char_None/train/collect_feats/pitch.scp
  - pitch
  - npy
- - exp/tts_stats_raw_char_None/train/collect_feats/energy.scp
  - energy
  - npy
train_dtype: float32
train_shape_file:
- exp/tts_stats_raw_char_None/train/text_shape.char
- exp/tts_stats_raw_char_None/train/speech_shape
tts: fastspeech2
tts_conf:
  adim: 384
  aheads: 2
  decoder_normalize_before: true
  dlayers: 4
  dunits: 1536
  duration_predictor_chans: 256
  duration_predictor_kernel_size: 3
  duration_predictor_layers: 2
  elayers: 4
  encoder_normalize_before: true
  energy_embed_dropout: 0.0
  energy_embed_kernel_size: 1
  energy_predictor_chans: 256
  energy_predictor_dropout: 0.5
  energy_predictor_kernel_size: 3
  energy_predictor_layers: 2
  eunits: 1536
  init_dec_alpha: 1.0
  init_enc_alpha: 1.0
  init_type: xavier_uniform
  pitch_embed_dropout: 0.0
  pitch_embed_kernel_size: 1
  pitch_predictor_chans: 256
  pitch_predictor_dropout: 0.5
  pitch_predictor_kernel_size: 5
  pitch_predictor_layers: 5
  positionwise_conv_kernel_size: 3
  positionwise_layer_type: conv1d
  postnet_chans: 256
  postnet_filts: 5
  postnet_layers: 5
  reduction_factor: 1
  stop_gradient_from_energy_predictor: false
  stop_gradient_from_pitch_predictor: true
  transformer_dec_attn_dropout_rate: 0.2
  transformer_dec_dropout_rate: 0.2
  transformer_dec_positional_dropout_rate: 0.2
  transformer_enc_attn_dropout_rate: 0.2
  transformer_enc_dropout_rate: 0.2
  transformer_enc_positional_dropout_rate: 0.2
  use_masking: true
  use_scaled_pos_enc: true
unused_parameters: false
use_amp: false
use_matplotlib: true
use_preprocessor: true
use_tensorboard: true
use_wandb: false
val_scheduler_criterion:
- valid
- loss
valid_batch_bins: null
valid_batch_size: null
valid_batch_type: null
valid_data_path_and_name_and_type:
- - dump/raw/dev/text
  - text
  - text
- - duration_info/dev/durations
  - durations
  - text_int
- - dump/raw/dev/wav.scp
  - speech
  - sound
- - exp/tts_stats_raw_char_None/valid/collect_feats/pitch.scp
  - pitch
  - npy
- - exp/tts_stats_raw_char_None/valid/collect_feats/energy.scp
  - energy
  - npy
valid_max_cache_size: null
valid_shape_file:
- exp/tts_stats_raw_char_None/valid/text_shape.char
- exp/tts_stats_raw_char_None/valid/speech_shape
version: 0.10.7a1
wandb_entity: null
wandb_id: null
wandb_model_log_interval: -1
wandb_name: null
wandb_project: null
write_collected_feats: false