Spaces:
Runtime error
Runtime error
import aiofiles | |
import nemo | |
import nemo.collections.asr as nemo_asr | |
def transcribe(file, modelName="stt_rw_conformer_transducer_large"): | |
with open(file.name, 'wb') as out_file: | |
#out_file = file.read() # async read | |
content = file.read() | |
out_file.write(content) | |
#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]) | |
transcription= asr_model.transcribe([out_file.name]) | |
print(transcription) | |
return {"text": transcription, "filename": out_file.name} |