Regarding to above title, I am using whisper module to transcribe audio file to text but more time is taking this process in python.
I am trying to convert audio file to text in minimum time, below is the that I am using
def transcribe_audio(filename):
print(filename)
location = r"C:\Users\shree\Desktop\projects\Summarization_project\Point_Extraction\media\audio_files"
file_path = os.path.join(location, filename)
model = whisper.load_model('tiny')
result = model.transcribe(file_path, fp16=False)
text = result['text']
text = auto_correct_text(text)
print(text)
os.remove(file_path)
print(f"Deleted: {filename}")
return text