import whisper
from .compute_vcs import analyze_voice_quality

def main(file_path: str, model_size: str = "base") -> dict:
    try:

        whisper_model = whisper.load_model(model_size)
        
        results = analyze_voice_quality(file_path, whisper_model)

        # Structure response
        response = {
            "Voice Clarity Sore": round(results['VCS'], 2)
            # "Articulation": round(results['components']['articulation'],2),
            # "Enunciation": round(results['components']['enunciation'],2),
            # "Speech Pause Control": round(results['components']['speech_pause_control'],2),
        }
        return response

    except Exception as e:
        raise RuntimeError(f"Error during analysis: {str(e)}")