yifengyu/

svs_train_visinger2plus_mert_raw_phn_None_zh_200epoch_acesinger

config: ./conf/tuning/train_visinger_mert.yaml
print_config: false
log_level: INFO
drop_last_iter: false
dry_run: false
iterator_type: sequence
valid_iterator_type: null
output_dir: exp/24k/svs_train_visinger_mert_raw_phn_None_zh
ngpu: 1
seed: 777
num_workers: 4
num_att_plot: 0
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: true
sharded_ddp: false
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: false
collect_stats: false
write_collected_feats: false
max_epoch: 200
patience: null
val_scheduler_criterion:
- valid
- loss
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
-   - train
    - total_count
    - max
keep_nbest_models: 10
nbest_averaging_interval: 0
grad_clip: -1
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: 50
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: 1000
batch_size: 4
valid_batch_size: null
batch_bins: 1000000
valid_batch_bins: null
train_shape_file:
- exp/24k/svs_stats_raw_phn_None_zh/train/text_shape.phn
- exp/24k/svs_stats_raw_phn_None_zh/train/singing_shape
valid_shape_file:
- exp/24k/svs_stats_raw_phn_None_zh/valid/text_shape.phn
- exp/24k/svs_stats_raw_phn_None_zh/valid/singing_shape
batch_type: sorted
valid_batch_type: null
fold_length:
- 150
- 384000
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/24k/raw/tr_no_dev/text
    - text
    - text
-   - dump/24k/raw/tr_no_dev/wav.scp
    - singing
    - sound
-   - dump/24k/raw/tr_no_dev/label
    - label
    - duration
-   - dump/24k/raw/tr_no_dev/score.scp
    - score
    - score
-   - dump/24k/raw/tr_no_dev/utt2sid
    - sids
    - text_int
valid_data_path_and_name_and_type:
-   - dump/24k/raw/dev/text
    - text
    - text
-   - dump/24k/raw/dev/wav.scp
    - singing
    - sound
-   - dump/24k/raw/dev/label
    - label
    - duration
-   - dump/24k/raw/dev/score.scp
    - score
    - score
-   - dump/24k/raw/dev/utt2sid
    - sids
    - text_int
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: adamw
optim_conf:
    lr: 0.0002
    betas:
    - 0.8
    - 0.99
    eps: 1.0e-09
    weight_decay: 0.0
scheduler: exponentiallr
scheduler_conf:
    gamma: 0.998
optim2: adamw
optim2_conf:
    lr: 0.0002
    betas:
    - 0.8
    - 0.99
    eps: 1.0e-09
    weight_decay: 0.0
scheduler2: exponentiallr
scheduler2_conf:
    gamma: 0.998
generator_first: true
input_size: null
token_list:
- <blank>
- <unk>
- SP
- i
- AP
- e
- d
- y
- w
- sh
- ai
- n
- x
- j
- u
- ian
- l
- h
- b
- o
- zh
- ou
- an
- m
- q
- z
- en
- g
- ing
- ei
- ao
- uo
- ang
- eng
- t
- ong
- a
- ui
- f
- k
- r
- ch
- v
- iang
- in
- iao
- ie
- iu
- c
- s
- van
- p
- ve
- uan
- uang
- ia
- ua
- uai
- un
- er
- vn
- iong
- <sos/eos>
odim: null
model_conf: {}
use_preprocessor: true
token_type: phn
bpemodel: null
non_linguistic_symbols: null
cleaner: null
g2p: null
fs: 24000
frontend: s3prl
frontend_conf:
    frontend_conf:
        upstream: hf_mert_custom
        path_or_url: m-a-p/MERT-v1-330M
    download_dir: ./hub
    multilayer_feature: true
score_feats_extract: syllable_score_feats
score_feats_extract_conf:
    fs: 24000
    n_fft: 2048
    win_length: 2048
    hop_length: 480
feats_extract: fbank
feats_extract_conf:
    n_fft: 2048
    hop_length: 480
    win_length: 2048
    fs: 24000
    fmin: 80
    fmax: 7600
    n_mels: 80
normalize: null
normalize_conf: {}
svs: vits
svs_conf:
    generator_type: visinger2
    vocoder_generator_type: visinger2
    generator_params:
        hidden_channels: 192
        spks: 31
        global_channels: 256
        segment_size: 20
        text_encoder_attention_heads: 2
        text_encoder_ffn_expand: 4
        text_encoder_blocks: 6
        text_encoder_positionwise_layer_type: conv1d
        text_encoder_positionwise_conv_kernel_size: 3
        text_encoder_positional_encoding_layer_type: rel_pos
        text_encoder_self_attention_layer_type: rel_selfattn
        text_encoder_activation_type: swish
        text_encoder_normalize_before: true
        text_encoder_dropout_rate: 0.1
        text_encoder_positional_dropout_rate: 0.0
        text_encoder_attention_dropout_rate: 0.1
        use_macaron_style_in_text_encoder: true
        use_conformer_conv_in_text_encoder: false
        text_encoder_conformer_kernel_size: -1
        decoder_kernel_size: 7
        decoder_channels: 512
        decoder_upsample_scales:
        - 12
        - 10
        - 2
        - 2
        decoder_upsample_kernel_sizes:
        - 24
        - 20
        - 4
        - 4
        decoder_resblock_kernel_sizes:
        - 3
        - 7
        - 11
        decoder_resblock_dilations:
        -   - 1
            - 3
            - 5
        -   - 1
            - 3
            - 5
        -   - 1
            - 3
            - 5
        use_weight_norm_in_decoder: true
        posterior_encoder_kernel_size: 3
        posterior_encoder_layers: 8
        posterior_encoder_stacks: 1
        posterior_encoder_base_dilation: 1
        posterior_encoder_dropout_rate: 0.0
        use_weight_norm_in_posterior_encoder: true
        flow_flows: -1
        flow_kernel_size: 5
        flow_base_dilation: 1
        flow_layers: 4
        flow_dropout_rate: 0.0
        use_weight_norm_in_flow: true
        use_only_mean_in_flow: true
        use_phoneme_predictor: false
        vocabs: 63
        aux_channels: 80
        generator_type: visinger2
        vocoder_generator_type: visinger2
        fs: 24000
        hop_length: 480
        win_length: 2048
        n_fft: 2048
    discriminator_type: visinger2
    discriminator_params:
        scales: 1
        scale_downsample_pooling: AvgPool1d
        scale_downsample_pooling_params:
            kernel_size: 4
            stride: 2
            padding: 2
        scale_discriminator_params:
            in_channels: 1
            out_channels: 1
            kernel_sizes:
            - 15
            - 41
            - 5
            - 3
            channels: 128
            max_downsample_channels: 1024
            max_groups: 256
            bias: true
            downsample_scales:
            - 4
            - 4
            - 4
            - 4
            nonlinear_activation: LeakyReLU
            nonlinear_activation_params:
                negative_slope: 0.1
            use_weight_norm: true
            use_spectral_norm: false
        follow_official_norm: false
        periods:
        - 2
        - 3
        - 5
        - 7
        - 11
        period_discriminator_params:
            in_channels: 1
            out_channels: 1
            kernel_sizes:
            - 5
            - 3
            channels: 32
            downsample_scales:
            - 3
            - 3
            - 3
            - 3
            - 1
            max_downsample_channels: 1024
            bias: true
            nonlinear_activation: LeakyReLU
            nonlinear_activation_params:
                negative_slope: 0.1
            use_weight_norm: true
            use_spectral_norm: false
        multi_freq_disc_params:
            hidden_channels:
            - 256
            - 256
            - 256
            - 256
            - 256
            domain: double
            mel_scale: true
            divisors:
            - 32
            - 16
            - 8
            - 4
            - 2
            - 1
            - 1
            strides:
            - 1
            - 2
            - 1
            - 2
            - 1
            - 2
            - 1
            sample_rate: 24000
            hop_lengths:
            - 60
            - 120
            - 180
            - 240
            - 300
            - 360
    generator_adv_loss_params:
        average_by_discriminators: false
        loss_type: mse
    discriminator_adv_loss_params:
        average_by_discriminators: false
        loss_type: mse
    feat_match_loss_params:
        average_by_discriminators: false
        average_by_layers: false
        include_final_outputs: true
    mel_loss_params:
        fs: 24000
        n_fft: 2048
        hop_length: 480
        win_length: 2048
        window: hann
        n_mels: 80
        fmin: 0
        fmax: 12000
        log_base: null
    lambda_adv: 1.0
    lambda_mel: 45.0
    lambda_feat_match: 2.0
    lambda_dur: 0.1
    lambda_pitch: 10.0
    lambda_phoneme: 1.0
    lambda_kl: 1.0
    sampling_rate: 24000
    cache_generator_outputs: true
pitch_extract: dio
pitch_extract_conf:
    use_token_averaged_f0: false
    use_log_f0: false
    fs: 24000
    n_fft: 2048
    hop_length: 480
    f0max: 800
    f0min: 80
pitch_normalize: null
pitch_normalize_conf: {}
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