Commit
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74a5c18
1
Parent(s):
4e478c6
update models
Browse files
model.py
CHANGED
@@ -956,6 +956,61 @@ def _get_paraformer_zh_pre_trained_model(
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return recognizer
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def _get_multi_zh_hans_pre_trained_model(
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repo_id: str,
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decoding_method: str,
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@@ -1002,6 +1057,7 @@ chinese_models = {
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"csukuangfj/sherpa-onnx-paraformer-zh-2023-03-28": _get_paraformer_zh_pre_trained_model,
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"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2": _get_wenetspeech_pre_trained_model, # noqa
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"zrjin/sherpa-onnx-zipformer-multi-zh-hans-2023-9-2": _get_multi_zh_hans_pre_trained_model, # noqa
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"desh2608/icefall-asr-alimeeting-pruned-transducer-stateless7": _get_alimeeting_pre_trained_model,
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"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12": _get_aishell2_pretrained_model, # noqa
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"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12": _get_aishell2_pretrained_model, # noqa
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return recognizer
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+
def _get_aishell_pre_trained_model(
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repo_id: str,
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decoding_method: str,
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num_active_paths: int,
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) -> sherpa_onnx.OfflineRecognizer:
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assert repo_id in (
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"zrjin/icefall-asr-aishell-zipformer-large-2023-10-24",
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"zrjin/icefall-asr-aishell-zipformer-small-2023-10-24",
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"zrjin/icefall-asr-aishell-zipformer-2023-10-24",
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), repo_id
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if repo_id == "zrjin/icefall-asr-aishell-zipformer-large-2023-10-24":
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epoch = 56
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avg = 23
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elif repo_id == "zrjin/icefall-asr-aishell-zipformer-small-2023-10-24":
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epoch = 55
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avg = 21
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elif repo_id == "zrjin/icefall-asr-aishell-zipformer-2023-10-24":
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epoch = 55
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avg = 17
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encoder_model = _get_nn_model_filename(
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repo_id=repo_id,
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filename=f"encoder-epoch-{epoch}-avg-{avg}.onnx",
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subfolder="exp",
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)
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decoder_model = _get_nn_model_filename(
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repo_id=repo_id,
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filename=f"decoder-epoch-{epoch}-avg-{avg}.onnx",
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subfolder="exp",
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)
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joiner_model = _get_nn_model_filename(
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repo_id=repo_id,
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filename=f"joiner-epoch-{epoch}-avg-{avg}.onnx",
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subfolder="exp",
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)
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tokens = _get_token_filename(repo_id=repo_id, subfolder="data/lang_char")
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recognizer = sherpa_onnx.OfflineRecognizer.from_transducer(
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tokens=tokens,
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encoder=encoder_model,
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decoder=decoder_model,
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joiner=joiner_model,
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num_threads=2,
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sample_rate=16000,
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feature_dim=80,
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decoding_method=decoding_method,
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max_active_paths=num_active_paths,
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)
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return recognizer
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def _get_multi_zh_hans_pre_trained_model(
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repo_id: str,
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decoding_method: str,
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"csukuangfj/sherpa-onnx-paraformer-zh-2023-03-28": _get_paraformer_zh_pre_trained_model,
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"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2": _get_wenetspeech_pre_trained_model, # noqa
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"zrjin/sherpa-onnx-zipformer-multi-zh-hans-2023-9-2": _get_multi_zh_hans_pre_trained_model, # noqa
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"zrjin/icefall-asr-aishell-zipformer-large-2023-10-24": _get_aishell_pre_trained_model, # noqa
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"desh2608/icefall-asr-alimeeting-pruned-transducer-stateless7": _get_alimeeting_pre_trained_model,
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"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12": _get_aishell2_pretrained_model, # noqa
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"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12": _get_aishell2_pretrained_model, # noqa
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