import ffmpeg import numpy as np import re import unicodedata def load_audio(file, sampling_rate): try: file = file.strip(" ").strip('"').strip("\n").strip('"').strip(" ") out, _ = ( ffmpeg.input(file, threads=0) .output("-", format="f32le", acodec="pcm_f32le", ac=1, ar=sampling_rate) .run(cmd=["ffmpeg", "-nostdin"], capture_stdout=True, capture_stderr=True) ) except Exception as error: raise RuntimeError(f"Failed to load audio: {error}") return np.frombuffer(out, np.float32).flatten() def format_title(title): formatted_title = ( unicodedata.normalize("NFKD", title).encode("ascii", "ignore").decode("utf-8") ) formatted_title = re.sub(r"[\u2500-\u257F]+", "", formatted_title) formatted_title = re.sub(r"[^\w\s.-]", "", formatted_title) formatted_title = re.sub(r"\s+", "_", formatted_title) return formatted_title