| K_step: 1000 | |
| accumulate_grad_batches: 1 | |
| audio_num_mel_bins: 128 | |
| audio_sample_rate: 44100 | |
| binarization_args: | |
| shuffle: false | |
| with_align: true | |
| with_f0: true | |
| with_hubert: true | |
| with_spk_embed: false | |
| with_wav: false | |
| binarizer_cls: preprocessing.SVCpre.SVCBinarizer | |
| binary_data_dir: data/binary/sena | |
| check_val_every_n_epoch: 10 | |
| choose_test_manually: true | |
| clip_grad_norm: 1 | |
| config_path: training/config_nsf_sena.yaml | |
| content_cond_steps: [] | |
| cwt_add_f0_loss: false | |
| cwt_hidden_size: 128 | |
| cwt_layers: 2 | |
| cwt_loss: l1 | |
| cwt_std_scale: 0.8 | |
| datasets: | |
| - opencpop | |
| debug: false | |
| dec_ffn_kernel_size: 9 | |
| dec_layers: 4 | |
| decay_steps: 10000 | |
| decoder_type: fft | |
| dict_dir: '' | |
| diff_decoder_type: wavenet | |
| diff_loss_type: l2 | |
| dilation_cycle_length: 4 | |
| dropout: 0.1 | |
| ds_workers: 4 | |
| dur_enc_hidden_stride_kernel: | |
| - 0,2,3 | |
| - 0,2,3 | |
| - 0,1,3 | |
| dur_loss: mse | |
| dur_predictor_kernel: 3 | |
| dur_predictor_layers: 5 | |
| enc_ffn_kernel_size: 9 | |
| enc_layers: 4 | |
| encoder_K: 8 | |
| encoder_type: fft | |
| endless_ds: false | |
| f0_bin: 256 | |
| f0_max: 1100.0 | |
| f0_min: 40.0 | |
| ffn_act: gelu | |
| ffn_padding: SAME | |
| fft_size: 2048 | |
| fmax: 16000 | |
| fmin: 40 | |
| fs2_ckpt: '' | |
| gaussian_start: true | |
| gen_dir_name: '' | |
| gen_tgt_spk_id: -1 | |
| hidden_size: 256 | |
| hop_size: 512 | |
| hubert_gpu: true | |
| hubert_path: ckpt/hubert/hubert_soft.pt | |
| infer: false | |
| keep_bins: 128 | |
| lambda_commit: 0.25 | |
| lambda_energy: 0.0 | |
| lambda_f0: 1.0 | |
| lambda_ph_dur: 0.3 | |
| lambda_sent_dur: 1.0 | |
| lambda_uv: 1.0 | |
| lambda_word_dur: 1.0 | |
| load_ckpt: '' | |
| log_interval: 100 | |
| loud_norm: false | |
| lr: 0.0008 | |
| max_beta: 0.02 | |
| max_epochs: 3000 | |
| max_eval_sentences: 1 | |
| max_eval_tokens: 60000 | |
| max_frames: 42000 | |
| max_input_tokens: 60000 | |
| max_sentences: 128 | |
| max_tokens: 42000 | |
| max_updates: 1000000 | |
| mel_loss: ssim:0.5|l1:0.5 | |
| mel_vmax: 1.5 | |
| mel_vmin: -6.0 | |
| min_level_db: -120 | |
| no_fs2: true | |
| norm_type: gn | |
| num_ckpt_keep: 10 | |
| num_heads: 2 | |
| num_sanity_val_steps: 1 | |
| num_spk: 1 | |
| num_test_samples: 0 | |
| num_valid_plots: 10 | |
| optimizer_adam_beta1: 0.9 | |
| optimizer_adam_beta2: 0.98 | |
| out_wav_norm: false | |
| pe_ckpt: ckpt/0102_xiaoma_pe/model_ckpt_steps_60000.ckpt | |
| pe_enable: false | |
| perform_enhance: true | |
| pitch_ar: false | |
| pitch_enc_hidden_stride_kernel: | |
| - 0,2,5 | |
| - 0,2,5 | |
| - 0,2,5 | |
| pitch_extractor: parselmouth | |
| pitch_loss: l2 | |
| pitch_norm: log | |
| pitch_type: frame | |
| pndm_speedup: 10 | |
| pre_align_args: | |
| allow_no_txt: false | |
| denoise: false | |
| forced_align: mfa | |
| txt_processor: zh_g2pM | |
| use_sox: true | |
| use_tone: false | |
| pre_align_cls: data_gen.singing.pre_align.SingingPreAlign | |
| predictor_dropout: 0.5 | |
| predictor_grad: 0.1 | |
| predictor_hidden: -1 | |
| predictor_kernel: 5 | |
| predictor_layers: 5 | |
| prenet_dropout: 0.5 | |
| prenet_hidden_size: 256 | |
| pretrain_fs_ckpt: '' | |
| processed_data_dir: xxx | |
| profile_infer: false | |
| raw_data_dir: data/raw/sena | |
| ref_norm_layer: bn | |
| rel_pos: true | |
| reset_phone_dict: true | |
| residual_channels: 512 | |
| residual_layers: 20 | |
| save_best: false | |
| save_ckpt: true | |
| save_codes: | |
| - configs | |
| - modules | |
| - src | |
| - utils | |
| save_f0: true | |
| save_gt: false | |
| schedule_type: linear | |
| seed: 1234 | |
| sort_by_len: true | |
| speaker_id: sena | |
| spec_max: | |
| - 0.17097608745098114 | |
| - 0.3397301733493805 | |
| - 0.6082707047462463 | |
| - 0.7658080458641052 | |
| - 0.9264223575592041 | |
| - 1.1378915309906006 | |
| - 1.2659214735031128 | |
| - 1.231523036956787 | |
| - 1.2456761598587036 | |
| - 1.2685513496398926 | |
| - 1.1583133935928345 | |
| - 1.1537851095199585 | |
| - 1.2560111284255981 | |
| - 1.1849987506866455 | |
| - 1.1610959768295288 | |
| - 1.2605981826782227 | |
| - 1.226485013961792 | |
| - 1.1268006563186646 | |
| - 1.137515664100647 | |
| - 1.177683711051941 | |
| - 1.170212745666504 | |
| - 1.1891556978225708 | |
| - 1.204882025718689 | |
| - 1.151033878326416 | |
| - 1.1880069971084595 | |
| - 1.2375954389572144 | |
| - 1.1038519144058228 | |
| - 1.1212972402572632 | |
| - 1.197728157043457 | |
| - 1.1437523365020752 | |
| - 1.0745612382888794 | |
| - 1.1244035959243774 | |
| - 1.1003185510635376 | |
| - 1.106966257095337 | |
| - 1.1127562522888184 | |
| - 1.0868451595306396 | |
| - 1.0899468660354614 | |
| - 1.0303136110305786 | |
| - 1.04606294631958 | |
| - 1.03463876247406 | |
| - 1.016716480255127 | |
| - 1.0034751892089844 | |
| - 1.0667635202407837 | |
| - 1.0440107583999634 | |
| - 0.9983909130096436 | |
| - 0.9837781190872192 | |
| - 0.9780927300453186 | |
| - 0.9547947645187378 | |
| - 1.0833947658538818 | |
| - 1.0186176300048828 | |
| - 1.0262666940689087 | |
| - 0.9818507432937622 | |
| - 0.9809918403625488 | |
| - 0.9516422748565674 | |
| - 0.9858482480049133 | |
| - 0.8438718914985657 | |
| - 0.9086287617683411 | |
| - 0.8336443901062012 | |
| - 0.8408522009849548 | |
| - 0.7966897487640381 | |
| - 0.7060108184814453 | |
| - 0.6853682398796082 | |
| - 0.6755683422088623 | |
| - 0.6235848665237427 | |
| - 0.6333395838737488 | |
| - 0.6069809198379517 | |
| - 0.5742683410644531 | |
| - 0.665706217288971 | |
| - 0.6048570275306702 | |
| - 0.7021833062171936 | |
| - 0.7196664810180664 | |
| - 0.5961004495620728 | |
| - 0.5049697756767273 | |
| - 0.49245569109916687 | |
| - 0.5433599352836609 | |
| - 0.6448594331741333 | |
| - 0.731346607208252 | |
| - 0.524942934513092 | |
| - 0.44391942024230957 | |
| - 0.5200350880622864 | |
| - 0.4035450220108032 | |
| - 0.4356535077095032 | |
| - 0.49859124422073364 | |
| - 0.48476505279541016 | |
| - 0.5568605661392212 | |
| - 0.45708560943603516 | |
| - 0.4374412000179291 | |
| - 0.45580312609672546 | |
| - 0.4294637441635132 | |
| - 0.3111153542995453 | |
| - 0.2814539670944214 | |
| - 0.2886189818382263 | |
| - 0.2661425471305847 | |
| - 0.20193226635456085 | |
| - 0.38692978024482727 | |
| - 0.3419096767902374 | |
| - 0.48901742696762085 | |
| - 0.4254615008831024 | |
| - 0.38061267137527466 | |
| - 0.35519418120384216 | |
| - 0.35050907731056213 | |
| - 0.5192219018936157 | |
| - 0.4214952886104584 | |
| - 0.4718898832798004 | |
| - 0.428811639547348 | |
| - 0.5504823327064514 | |
| - 0.5378233194351196 | |
| - 0.49835407733917236 | |
| - 0.40051230788230896 | |
| - 0.34427186846733093 | |
| - 0.46247372031211853 | |
| - 0.3569100499153137 | |
| - 0.4144101142883301 | |
| - 0.4045094847679138 | |
| - 0.45712941884994507 | |
| - 0.43897101283073425 | |
| - 0.47350218892097473 | |
| - 0.5039759874343872 | |
| - 0.4046401381492615 | |
| - 0.354009747505188 | |
| - 0.3337729573249817 | |
| - 0.3514827489852905 | |
| - 0.19709141552448273 | |
| - 0.09294259548187256 | |
| - -0.09443746507167816 | |
| - 0.13250915706157684 | |
| - -0.014945651404559612 | |
| - -0.06271237879991531 | |
| spec_min: | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| - -4.999994277954102 | |
| spk_cond_steps: [] | |
| stop_token_weight: 5.0 | |
| task_cls: training.task.SVC_task.SVCTask | |
| test_ids: [] | |
| test_input_dir: '' | |
| test_num: 0 | |
| test_prefixes: | |
| - data\raw\sena\test | |
| test_set_name: test | |
| timesteps: 1000 | |
| train_set_name: train | |
| use_crepe: true | |
| use_denoise: false | |
| use_energy_embed: false | |
| use_gt_dur: false | |
| use_gt_f0: false | |
| use_midi: false | |
| use_nsf: true | |
| use_pitch_embed: true | |
| use_pos_embed: true | |
| use_spk_embed: false | |
| use_spk_id: false | |
| use_split_spk_id: false | |
| use_uv: false | |
| use_var_enc: false | |
| use_vec: false | |
| val_check_interval: 1000 | |
| valid_num: 0 | |
| valid_set_name: valid | |
| vocoder: network.vocoders.nsf_hifigan.NsfHifiGAN | |
| vocoder_ckpt: ckpt/nsf_hifigan/model | |
| warmup_updates: 2000 | |
| wav2spec_eps: 1e-6 | |
| weight_decay: 0 | |
| win_size: 2048 | |
| work_dir: ckpt/sena | |