FunAudioLLM/SenseVoiceSmall
48324k
1encoder: SenseVoiceEncoderSmall2encoder_conf:3 output_size: 5124 attention_heads: 45 linear_units: 20486 num_blocks: 507 tp_blocks: 208 dropout_rate: 0.19 positional_dropout_rate: 0.110 attention_dropout_rate: 0.111 input_layer: pe12 pos_enc_class: SinusoidalPositionEncoder13 normalize_before: true14 kernel_size: 1115 sanm_shfit: 016 selfattention_layer_type: sanm17 18 19model: SenseVoiceSmall20model_conf:21 length_normalized_loss: true22 sos: 123 eos: 224 ignore_id: -125 26tokenizer: SentencepiecesTokenizer27tokenizer_conf:28 bpemodel: null29 unk_symbol: <unk>30 split_with_space: true31 32frontend: WavFrontend33frontend_conf:34 fs: 1600035 window: hamming36 n_mels: 8037 frame_length: 2538 frame_shift: 1039 lfr_m: 740 lfr_n: 641 cmvn_file: null42 43 44dataset: SenseVoiceCTCDataset45dataset_conf:46 index_ds: IndexDSJsonl47 batch_sampler: EspnetStyleBatchSampler48 data_split_num: 3249 batch_type: token50 batch_size: 1400051 max_token_length: 200052 min_token_length: 6053 max_source_length: 200054 min_source_length: 6055 max_target_length: 20056 min_target_length: 057 shuffle: true58 num_workers: 459 sos: ${model_conf.sos}60 eos: ${model_conf.eos}61 IndexDSJsonl: IndexDSJsonl62 retry: 2063 64train_conf:65 accum_grad: 166 grad_clip: 567 max_epoch: 2068 keep_nbest_models: 1069 avg_nbest_model: 1070 log_interval: 10071 resume: true72 validate_interval: 1000073 save_checkpoint_interval: 1000074 75optim: adamw76optim_conf:77 lr: 0.0000278scheduler: warmuplr79scheduler_conf:80 warmup_steps: 2500081 82specaug: SpecAugLFR83specaug_conf:84 apply_time_warp: false85 time_warp_window: 586 time_warp_mode: bicubic87 apply_freq_mask: true88 freq_mask_width_range:89 - 090 - 3091 lfr_rate: 692 num_freq_mask: 193 apply_time_mask: true94 time_mask_width_range:95 - 096 - 1297 num_time_mask: 198 