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| K_step: 1000 | |
| accumulate_grad_batches: 1 | |
| audio_num_mel_bins: 80 | |
| audio_sample_rate: 24000 | |
| base_config: | |
| - usr/configs/m4singer/base.yaml | |
| binarization_args: | |
| shuffle: false | |
| with_align: true | |
| with_f0: true | |
| with_f0cwt: true | |
| with_spk_embed: true | |
| with_txt: true | |
| with_wav: false | |
| binarizer_cls: data_gen.singing.binarize.M4SingerBinarizer | |
| binary_data_dir: data/binary/m4singer | |
| check_val_every_n_epoch: 10 | |
| clip_grad_norm: 1 | |
| content_cond_steps: [] | |
| cwt_add_f0_loss: false | |
| cwt_hidden_size: 128 | |
| cwt_layers: 2 | |
| cwt_loss: l1 | |
| cwt_std_scale: 0.8 | |
| datasets: | |
| - m4singer | |
| debug: false | |
| dec_ffn_kernel_size: 9 | |
| dec_layers: 4 | |
| decay_steps: 100000 | |
| decoder_type: fft | |
| dict_dir: '' | |
| diff_decoder_type: wavenet | |
| diff_loss_type: l1 | |
| 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: true | |
| ffn_act: gelu | |
| ffn_padding: SAME | |
| fft_size: 512 | |
| fmax: 12000 | |
| fmin: 30 | |
| fs2_ckpt: checkpoints/m4singer_fs2_e2e | |
| gaussian_start: true | |
| gen_dir_name: '' | |
| gen_tgt_spk_id: -1 | |
| hidden_size: 256 | |
| hop_size: 128 | |
| infer: false | |
| keep_bins: 80 | |
| lambda_commit: 0.25 | |
| lambda_energy: 0.0 | |
| lambda_f0: 0.0 | |
| lambda_ph_dur: 1.0 | |
| lambda_sent_dur: 1.0 | |
| lambda_uv: 0.0 | |
| lambda_word_dur: 1.0 | |
| load_ckpt: '' | |
| log_interval: 100 | |
| loud_norm: false | |
| lr: 0.001 | |
| max_beta: 0.02 | |
| max_epochs: 1000 | |
| max_eval_sentences: 1 | |
| max_eval_tokens: 60000 | |
| max_frames: 5000 | |
| max_input_tokens: 1550 | |
| max_sentences: 28 | |
| max_tokens: 36000 | |
| max_updates: 900000 | |
| mel_loss: ssim:0.5|l1:0.5 | |
| mel_vmax: 1.5 | |
| mel_vmin: -6.0 | |
| min_level_db: -120 | |
| norm_type: gn | |
| num_ckpt_keep: 3 | |
| num_heads: 2 | |
| num_sanity_val_steps: 1 | |
| num_spk: 20 | |
| num_test_samples: 0 | |
| num_valid_plots: 10 | |
| optimizer_adam_beta1: 0.9 | |
| optimizer_adam_beta2: 0.98 | |
| out_wav_norm: false | |
| pe_ckpt: checkpoints/m4singer_pe | |
| pe_enable: true | |
| pitch_ar: false | |
| pitch_enc_hidden_stride_kernel: | |
| - 0,2,5 | |
| - 0,2,5 | |
| - 0,2,5 | |
| pitch_extractor: parselmouth | |
| pitch_loss: l1 | |
| 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/m4singer | |
| ref_norm_layer: bn | |
| rel_pos: true | |
| reset_phone_dict: true | |
| residual_channels: 256 | |
| residual_layers: 20 | |
| save_best: false | |
| save_ckpt: true | |
| save_codes: | |
| - configs | |
| - modules | |
| - tasks | |
| - utils | |
| - usr | |
| save_f0: true | |
| save_gt: true | |
| schedule_type: linear | |
| seed: 1234 | |
| sort_by_len: true | |
| spec_max: | |
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| spec_min: | |
| - -6.0 | |
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| spk_cond_steps: [] | |
| stop_token_weight: 5.0 | |
| task_cls: usr.diffsinger_task.DiffSingerMIDITask | |
| test_ids: [] | |
| test_input_dir: '' | |
| test_num: 0 | |
| test_prefixes: | |
| - "Alto-2#\u5C81\u6708\u795E\u5077" | |
| - "Alto-2#\u5947\u5999\u80FD\u529B\u6B4C" | |
| - "Tenor-1#\u4E00\u5343\u5E74\u4EE5\u540E" | |
| - "Tenor-1#\u7AE5\u8BDD" | |
| - "Tenor-2#\u6D88\u6101" | |
| - "Tenor-2#\u4E00\u8364\u4E00\u7D20" | |
| - "Soprano-1#\u5FF5\u5974\u5A07\u8D64\u58C1\u6000\u53E4" | |
| - "Soprano-1#\u95EE\u6625" | |
| test_set_name: test | |
| timesteps: 1000 | |
| train_set_name: train | |
| use_denoise: false | |
| use_energy_embed: false | |
| use_gt_dur: false | |
| use_gt_f0: false | |
| use_midi: true | |
| use_nsf: true | |
| use_pitch_embed: false | |
| use_pos_embed: true | |
| use_spk_embed: false | |
| use_spk_id: true | |
| use_split_spk_id: false | |
| use_uv: true | |
| use_var_enc: false | |
| val_check_interval: 2000 | |
| valid_num: 0 | |
| valid_set_name: valid | |
| vocoder: vocoders.hifigan.HifiGAN | |
| vocoder_ckpt: checkpoints/m4singer_hifigan | |
| warmup_updates: 2000 | |
| wav2spec_eps: 1e-6 | |
| weight_decay: 0 | |
| win_size: 512 | |
| work_dir: checkpoints/m4singer_diff_e2e | |