Spaces:
Running
on
Zero
Running
on
Zero
File size: 8,404 Bytes
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{
"base_config": "config/svc/base.json",
"model_type": "VITS",
"task_type": "svc",
"preprocess": {
// Config for features extraction
"extract_mel": true,
"extract_pitch": true,
"pitch_extractor": "parselmouth",
"extract_energy": true,
"extract_uv": true,
"extract_linear_spec": true,
"extract_audio": true,
"mel_min_max_norm": true,
// Config for features usage
"use_linear": true,
"use_mel": true,
"use_min_max_norm_mel": false,
"use_audio": true,
"use_frame_pitch": true,
"use_uv": true,
"use_spkid": true,
"use_contentvec": false,
"use_whisper": false,
"use_wenet": false,
"use_text": false,
"use_phone": false,
"fmin": 0,
"fmax": 12000,
"f0_min": 50,
"f0_max": 1100,
// f0_bin in sovits
"pitch_bin": 256,
// filter_length in sovits
"n_fft": 1024,
// hop_length in sovits
"hop_size": 256,
// win_length in sovits
"win_size": 1024,
"segment_size": 8192,
"n_mel": 100,
"sample_rate": 24000,
"mel_min_max_stats_dir": "mel_min_max_stats",
"whisper_dir": "whisper",
"contentvec_dir": "contentvec",
"wenet_dir": "wenet",
"mert_dir": "mert",
// Meta file
"train_file": "train.json",
"valid_file": "test.json",
"spk2id": "singers.json",
"utt2spk": "utt2singer"
},
"model": {
"condition_encoder": {
"merge_mode": "add",
"input_melody_dim": 1,
"use_log_f0": true,
"n_bins_melody": 256,
"output_melody_dim": 384,
"input_loudness_dim": 1,
"use_log_loudness": true,
"n_bins_loudness": 256,
"output_loudness_dim": 384,
"use_whisper": false,
"use_contentvec": false,
"use_wenet": false,
"use_mert": false,
"whisper_dim": 1024,
"contentvec_dim": 256,
"mert_dim": 256,
"wenet_dim": 512,
"content_encoder_dim": 384,
"singer_table_size": 512,
"output_singer_dim": 384,
"output_content_dim": 384,
"use_spkid": true,
"pitch_max": 1100.0,
"pitch_min": 50.0,
},
"vits": {
"filter_channels": 256,
"gin_channels": 256,
"hidden_channels": 384,
"inter_channels": 384,
"kernel_size": 3,
"n_flow_layer": 4,
"n_heads": 2,
"n_layers": 6,
"n_layers_q": 3,
"n_speakers": 512,
"p_dropout": 0.1,
"use_spectral_norm": false,
},
"generator": "hifigan",
"generator_config": {
"hifigan": {
"resblock": "1",
"resblock_kernel_sizes": [
3,
7,
11
],
"upsample_rates": [
8,
8,
2,
2
],
"upsample_kernel_sizes": [
16,
16,
4,
4
],
"upsample_initial_channel": 512,
"resblock_dilation_sizes": [
[
1,
3,
5
],
[
1,
3,
5
],
[
1,
3,
5
]
]
},
"melgan": {
"ratios": [
8,
8,
2,
2
],
"ngf": 32,
"n_residual_layers": 3,
"num_D": 3,
"ndf": 16,
"n_layers": 4,
"downsampling_factor": 4
},
"bigvgan": {
"resblock": "1",
"activation": "snakebeta",
"snake_logscale": true,
"upsample_rates": [
8,
8,
2,
2
],
"upsample_kernel_sizes": [
16,
16,
4,
4
],
"upsample_initial_channel": 512,
"resblock_kernel_sizes": [
3,
7,
11
],
"resblock_dilation_sizes": [
[
1,
3,
5
],
[
1,
3,
5
],
[
1,
3,
5
]
]
},
"nsfhifigan": {
"resblock": "1",
"harmonic_num": 8,
"upsample_rates": [
8,
8,
2,
2
],
"upsample_kernel_sizes": [
16,
16,
4,
4
],
"upsample_initial_channel": 768,
"resblock_kernel_sizes": [
3,
7,
11
],
"resblock_dilation_sizes": [
[
1,
3,
5
],
[
1,
3,
5
],
[
1,
3,
5
]
]
},
"apnet": {
"ASP_channel": 512,
"ASP_resblock_kernel_sizes": [
3,
7,
11
],
"ASP_resblock_dilation_sizes": [
[
1,
3,
5
],
[
1,
3,
5
],
[
1,
3,
5
]
],
"ASP_input_conv_kernel_size": 7,
"ASP_output_conv_kernel_size": 7,
"PSP_channel": 512,
"PSP_resblock_kernel_sizes": [
3,
7,
11
],
"PSP_resblock_dilation_sizes": [
[
1,
3,
5
],
[
1,
3,
5
],
[
1,
3,
5
]
],
"PSP_input_conv_kernel_size": 7,
"PSP_output_R_conv_kernel_size": 7,
"PSP_output_I_conv_kernel_size": 7,
}
},
},
"train": {
"fp16_run": true,
"learning_rate": 2e-4,
"betas": [
0.8,
0.99
],
"eps": 1e-9,
"batch_size": 16,
"lr_decay": 0.999875,
// "segment_size": 8192,
"init_lr_ratio": 1,
"warmup_epochs": 0,
"c_mel": 45,
"c_kl": 1.0,
"AdamW": {
"betas": [
0.8,
0.99
],
"eps": 1e-9,
}
}
} |