add another checkpoint for new speaker testing

README.md

@@ -1,3 +1,5 @@
 ---
 license: apache-2.0
+ - conformer: Conformer A3T trained with all VCTK training data.
+ - unseen_conformer: Conformer A3T trained by excluding some speakers during the training.
 ---

unseen_conformer/config.yaml

@@ -0,0 +1,275 @@
+config: ./conf/fsp2_conformer.yaml
+print_config: false
+log_level: INFO
+dry_run: false
+iterator_type: sequence
+output_dir: exp/unseen_conformer
+ngpu: 1
+seed: 0
+num_workers: 1
+num_att_plot: 0
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: 8
+dist_rank: 0
+local_rank: 0
+dist_master_addr: localhost
+dist_master_port: 50455
+dist_launcher: null
+multiprocessing_distributed: true
+unused_parameters: false
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 1500
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - loss
+    - min
+-   - train
+    - loss
+    - min
+keep_nbest_models: 5
+grad_clip: 1.0
+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: null
+use_tensorboard: true
+use_wandb: false
+wandb_project: null
+wandb_id: null
+wandb_entity: null
+wandb_name: null
+wandb_model_log_interval: -1
+detect_anomaly: false
+pretrain_path: null
+init_param: []
+ignore_init_mismatch: false
+freeze_param: []
+num_iters_per_epoch: 800
+batch_size: 20
+valid_batch_size: null
+batch_bins: 3000000
+valid_batch_bins: null
+train_shape_file:
+- exp/mlm_stats_raw_en_phn_g2p_en/train/speech_shape
+valid_shape_file:
+- exp/mlm_stats_raw_en_phn_g2p_en/valid/speech_shape
+batch_type: numel
+valid_batch_type: null
+fold_length:
+- 80000
+sort_in_batch: descending
+sort_batch: descending
+multiple_iterator: false
+chunk_length: 500
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+train_data_path_and_name_and_type:
+-   - dump/raw/unseen_tr_no_dev/mfa_wav.scp
+    - speech
+    - sound
+-   - dump/raw/unseen_tr_no_dev/mfa_text
+    - text
+    - text
+-   - dump/raw/unseen_tr_no_dev/mfa_start
+    - align_start
+    - text_float
+-   - dump/raw/unseen_tr_no_dev/mfa_end
+    - align_end
+    - text_float
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev/mfa_wav.scp
+    - speech
+    - sound
+-   - dump/raw/dev/mfa_text
+    - text
+    - text
+-   - dump/raw/dev/mfa_start
+    - align_start
+    - text_float
+-   - dump/raw/dev/mfa_end
+    - align_end
+    - text_float
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+valid_max_cache_size: null
+optim: adam
+optim_conf:
+    lr: 1.0
+scheduler: noamlr
+scheduler_conf:
+    model_size: 384
+    warmup_steps: 4000
+token_list:
+- <blank>
+- <unk>
+- AH0
+- T
+- N
+- sp
+- D
+- S
+- R
+- L
+- IH1
+- DH
+- AE1
+- M
+- EH1
+- K
+- Z
+- W
+- HH
+- ER0
+- AH1
+- IY1
+- P
+- V
+- F
+- B
+- AY1
+- IY0
+- EY1
+- AA1
+- AO1
+- UW1
+- IH0
+- OW1
+- NG
+- G
+- SH
+- ER1
+- Y
+- TH
+- AW1
+- CH
+- UH1
+- IH2
+- JH
+- OW0
+- EH2
+- OY1
+- AY2
+- EH0
+- EY2
+- UW0
+- AE2
+- AA2
+- OW2
+- AH2
+- ZH
+- AO2
+- IY2
+- AE0
+- UW2
+- AY0
+- AA0
+- AO0
+- AW2
+- EY0
+- UH2
+- ER2
+- OY2
+- UH0
+- AW0
+- OY0
+- <sos/eos>
+init: xavier_uniform
+input_size: 80
+odim: null
+model_conf:
+    lsm_weight: 0.1
+    length_normalized_loss: false
+    masking_schema: phn_span
+    mean_phn_span: 8
+    mlm_prob: 0.8
+    dynamic_mlm_prob: false
+    postnet_layers: 5
+    postnet_filts: 5
+    postnet_chans: 256
+use_scaled_pos_enc: false
+use_preprocessor: true
+token_type: word
+bpemodel: data/en_token_list_g2p_en/bpe_unigram5000/bpe.model
+non_linguistic_symbols: null
+cleaner: null
+g2p: g2p_en
+speech_volume_normalize: null
+rir_scp: null
+rir_apply_prob: 1.0
+noise_scp: null
+noise_apply_prob: 1.0
+noise_db_range: '13_15'
+feats_extract: fbank
+feats_extract_conf:
+    n_fft: 2048
+    hop_length: 300
+    win_length: 1200
+    fs: 24000
+    fmin: 80
+    fmax: 7600
+    n_mels: 80
+normalize: null
+normalize_conf: {}
+encoder: conformer
+encoder_conf:
+    input_layer: sega_mlm
+    pre_speech_layer: 0
+    cnn_module_kernel: 7
+    attention_dim: 384
+    attention_heads: 2
+    linear_units: 1536
+    num_blocks: 4
+    dropout_rate: 0.2
+    positional_dropout_rate: 0.2
+    attention_dropout_rate: 0.2
+    normalize_before: true
+    macaron_style: true
+    use_cnn_module: true
+    selfattention_layer_type: legacy_rel_selfattn
+    activation_type: swish
+    pos_enc_layer_type: legacy_rel_pos
+    positionwise_layer_type: conv1d
+    positionwise_conv_kernel_size: 3
+decoder: conformer
+decoder_conf:
+    cnn_module_kernel: 31
+    attention_dim: 384
+    attention_heads: 2
+    linear_units: 1536
+    num_blocks: 4
+    dropout_rate: 0.2
+    positional_dropout_rate: 0.2
+    attention_dropout_rate: 0.2
+    macaron_style: true
+    use_cnn_module: true
+    selfattention_layer_type: legacy_rel_selfattn
+    activation_type: swish
+    pos_enc_layer_type: legacy_rel_pos
+    positionwise_layer_type: conv1d
+    positionwise_conv_kernel_size: 3
+pre_decoder: linear
+pre_decoder_conf: {}
+required:
+- output_dir
+- token_list
+version: 0.10.3a3
+distributed: true

unseen_conformer/tensorboard/events.out.tfevents.1644880588.asimov-241.svail.baidu.com.2497085.0

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unseen_conformer/train.loss.ave_5best.pth

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