"""Utilities""" import numpy as np def audio_float_to_int16( audio: np.ndarray, max_wav_value: float = 32767.0 ) -> np.ndarray: """Normalize audio and convert to int16 range""" audio_norm = audio * (max_wav_value / max(0.01, np.max(np.abs(audio)))) audio_norm = np.clip(audio_norm, -max_wav_value, max_wav_value) audio_norm = audio_norm.astype("int16") return audio_norm