import librosa import soundfile as sf

# Example manipulation: Apply a gain audio = audio * 2

# Ensure that highest value is in 16-bit range audio = audio * (2**15 - 1) / np.max(np.abs(audio)) audio = audio.astype(np.int16)

def process_audio(file_path): # Load the audio file audio, sr = librosa.load(file_path)