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Browse files- nemo_asr.py +16 -12
nemo_asr.py
CHANGED
@@ -4,19 +4,23 @@ import nemo.collections.asr as nemo_asr
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def transcribe(file, modelName="stt_rw_conformer_transducer_large"):
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with open(file.name, '
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out_file = file.read() # async read
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#out_file.write(content) # async write
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print(out_file.name)
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asr_model = nemo_asr.models.EncDecRNNTBPEModel.from_pretrained(
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model_name=modelName)
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# print("file loaded is **************",file.file)
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def transcribe(file, modelName="stt_rw_conformer_transducer_large"):
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with open(file.name, 'wb') as out_file:
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#out_file = file.read() # async read
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content = file.read()
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out_file.write(content)
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#out_file.write(content) # async write
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#print(out_file.name)
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asr_model = nemo_asr.models.EncDecRNNTBPEModel.from_pretrained(
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model_name=modelName)
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# if not file.name.endswith("wav"):
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# sound = AudioSegment.from_mp3(out_file.name)
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# sound.export(out_file.name, format="wav")
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# files = [out_file.name]
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# pac.convert_wav_to_16bit_mono(out_file.name,out_file.name)
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# print("file loaded is **************",file.file)
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# for fname, transcription in zip(files, asr_model.transcribe(paths2audio_files=files)):
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# print(f"Audio in {fname} was recognized as: {transcription}")
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# print(transcription[0])
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transcription= asr_model.transcribe([out_file.name])
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print(transcription)
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return {"text": transcription, "filename": out_file.name}
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