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https://github.com/modelscope/FunASR
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update paraformer online README
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@ -27,15 +27,18 @@ print(rec_result)
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inference_pipeline = pipeline(
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task=Tasks.auto_speech_recognition,
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model='damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online',
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model_revision='v1.0.6',
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model_revision='v1.0.7',
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update_model=False,
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mode='paraformer_streaming'
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)
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import soundfile
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speech, sample_rate = soundfile.read("example/asr_example.wav")
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chunk_size = [5, 10, 5] #[5, 10, 5] 600ms, [8, 8, 4] 480ms
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param_dict = {"cache": dict(), "is_final": False, "chunk_size": chunk_size}
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chunk_size = [0, 10, 5] #[5, 10, 5] 600ms, [8, 8, 4] 480ms
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encoder_chunk_look_back = 4 #number of chunks to lookback for encoder self-attention
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decoder_chunk_look_back = 1 #number of encoder chunks to lookback for decoder cross-attention
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param_dict = {"cache": dict(), "is_final": False, "chunk_size": chunk_size,
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"encoder_chunk_look_back": encoder_chunk_look_back, "decoder_chunk_look_back": decoder_chunk_look_back}
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chunk_stride = chunk_size[1] * 960 # 600ms、480ms
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# first chunk, 600ms
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speech_chunk = speech[0:chunk_stride]
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@ -55,7 +58,7 @@ from modelscope.utils.constant import Tasks
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inference_pipeline = pipeline(
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task=Tasks.auto_speech_recognition,
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model='damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online',
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model_revision='v1.0.6',
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model_revision='v1.0.7',
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update_model=False,
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mode="paraformer_fake_streaming"
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)
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@ -27,15 +27,18 @@ print(rec_result)
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inference_pipeline = pipeline(
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task=Tasks.auto_speech_recognition,
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model='damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online',
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model_revision='v1.0.6',
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model_revision='v1.0.7',
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update_model=False,
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mode='paraformer_streaming'
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)
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import soundfile
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speech, sample_rate = soundfile.read("example/asr_example.wav")
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chunk_size = [5, 10, 5] #[5, 10, 5] 600ms, [8, 8, 4] 480ms
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param_dict = {"cache": dict(), "is_final": False, "chunk_size": chunk_size}
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chunk_size = [0, 10, 5] #[0, 10, 5] 600ms, [0, 8, 4] 480ms
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encoder_chunk_look_back = 4 #number of chunks to lookback for encoder self-attention
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decoder_chunk_look_back = 1 #number of encoder chunks to lookback for decoder cross-attention
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param_dict = {"cache": dict(), "is_final": False, "chunk_size": chunk_size,
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"encoder_chunk_look_back": encoder_chunk_look_back, "decoder_chunk_look_back": decoder_chunk_look_back}
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chunk_stride = chunk_size[1] * 960 # 600ms、480ms
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# first chunk, 600ms
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speech_chunk = speech[0:chunk_stride]
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@ -55,7 +58,7 @@ from modelscope.utils.constant import Tasks
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inference_pipeline = pipeline(
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task=Tasks.auto_speech_recognition,
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model='damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online',
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model_revision='v1.0.6',
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model_revision='v1.0.7',
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update_model=False,
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mode="paraformer_fake_streaming"
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)
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