diff --git a/README.md b/README.md index b965f2b..46a873e 100644 --- a/README.md +++ b/README.md @@ -40,12 +40,12 @@ pip install modelscope ```python #SDK模型下载 from modelscope import snapshot_download -model_dir = snapshot_download('iic/SenseVoiceSmall') +model_dir = snapshot_download('iic/SenseVoiceCTC') ``` Git下载 ``` #Git模型下载 -git clone https://www.modelscope.cn/iic/SenseVoiceSmall.git +git clone https://www.modelscope.cn/iic/SenseVoiceCTC.git ```

如果您是本模型的贡献者，我们邀请您根据模型贡献文档，及时完善模型卡片内容。

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attention_dropout_rate: 0.1 + input_layer: pe + pos_enc_class: SinusoidalPositionEncoder + normalize_before: true + kernel_size: 11 + sanm_shfit: 0 + selfattention_layer_type: sanm + + +model: SenseVoiceSmall +model_conf: + length_normalized_loss: true + sos: 1 + eos: 2 + ignore_id: -1 + +tokenizer: SentencepiecesTokenizer +tokenizer_conf: + bpemodel: null + unk_symbol: + split_with_space: true + +frontend: WavFrontend +frontend_conf: + fs: 16000 + window: hamming + n_mels: 80 + frame_length: 25 + frame_shift: 10 + lfr_m: 7 + lfr_n: 6 + cmvn_file: null + + +dataset: SenseVoiceCTCDataset +dataset_conf: + index_ds: IndexDSJsonl + batch_sampler: EspnetStyleBatchSampler + data_split_num: 32 + batch_type: token + batch_size: 14000 + max_token_length: 2000 + min_token_length: 60 + max_source_length: 2000 + min_source_length: 60 + max_target_length: 200 + min_target_length: 0 + shuffle: true + num_workers: 4 + sos: ${model_conf.sos} + eos: ${model_conf.eos} + IndexDSJsonl: IndexDSJsonl + retry: 20 + +train_conf: + accum_grad: 1 + grad_clip: 5 + max_epoch: 20 + keep_nbest_models: 10 + avg_nbest_model: 10 + log_interval: 100 + resume: true + validate_interval: 10000 + save_checkpoint_interval: 10000 + +optim: adamw +optim_conf: + lr: 0.00002 +scheduler: warmuplr +scheduler_conf: + warmup_steps: 25000 + +specaug: SpecAugLFR +specaug_conf: + apply_time_warp: false + time_warp_window: 5 + time_warp_mode: bicubic + apply_freq_mask: true + freq_mask_width_range: + - 0 + - 30 + lfr_rate: 6 + num_freq_mask: 1 + apply_time_mask: true + time_mask_width_range: + - 0 + - 12 + num_time_mask: 1 diff --git a/configuration.json b/configuration.json index 65d53cd..264d817 100644 --- a/configuration.json +++ b/configuration.json @@ -1 +1,14 @@ -{"framework":"Pytorch","task":"auto-speech-recognition"} \ No newline at end of file +{ + "framework": "pytorch", + "task" : "auto-speech-recognition", + "model": {"type" : "funasr"}, + "pipeline": {"type":"funasr-pipeline"}, + "model_name_in_hub": { + "ms":"", + "hf":""}, + "file_path_metas": { + "init_param":"model.pt", + "config":"config.yaml", + "tokenizer_conf": {"bpemodel": "chn_jpn_yue_eng_ko_spectok.bpe.model"}, + "frontend_conf":{"cmvn_file": "am.mvn"}} +} \ No newline at end of file diff --git a/model.pt b/model.pt new file mode 100644 index 0000000..504783e --- /dev/null +++ b/model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:833ca2dcfdf8ec91bd4f31cfac36d6124e0c459074d5e909aec9cabe6204a3ea +size 936291369