whisper_processor.py

import subprocess
import sys
import os
import time

def process_audio(wav_file, model_name="base.en"):
    """
    Processes an audio file using a specified model and returns the processed string.

    :param wav_file: Path to the WAV file
    :param model_name: Name of the model to use
    :return: Processed string output from the audio processing
    :raises: Exception if an error occurs during processing
    """

    # model = f"./models/ggml-{model_name}.bin"
    model = f"{model_name}.bin"

    # Check if the file exists
    if not os.path.exists(model):
        raise FileNotFoundError(f"Model file not found: {model} \n\nDownload a model with this command:\n\n> bash ./models/download-ggml-model.sh {model_name}\n\n")

    if not os.path.exists(wav_file):
        raise FileNotFoundError(f"WAV file not found: {wav_file}")

    full_command = f"./main -m {model} -f {wav_file} -np -nt"

    start_time = time.time()

    # Execute the command
    process = subprocess.Popen(full_command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)


    # Get the output and error (if any)
    output, error = process.communicate()

    end_time = time.time()

    # Calculate the duration
    duration = end_time - start_time
    print(f"Time taken for CPP request: {duration:.2f} seconds")

    if error:
        raise Exception(f"Error processing audio: {error.decode('utf-8')}")

    # Process and return the output string
    decoded_str = output.decode('utf-8').strip()
    processed_str = decoded_str.replace('[BLANK_AUDIO]', '').strip()

    return processed_str

def main():
    # if len(sys.argv) >= 2:
    wav_file = sys.argv[1]
    model_name = sys.argv[2] if len(sys.argv) == 3 else "base.en"
    print("wav_file: ", wav_file)
    print("model_name: ", model_name)
    # try:
    result = process_audio(wav_file, model_name)
    print(result)
    # except Exception as e:
    #     print(f"Error: {e}")
    # else:
    #     print("Usage: python whisper_processor.py <wav_file> [<model_name>]")

if __name__ == "__main__":
    main()