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