import textwrap import zlib from typing import Iterator, TextIO def exact_div(x, y): assert x % y == 0 return x // y def str2bool(string): str2val = {"True": True, "False": False} if string in str2val: return str2val[string] else: raise ValueError(f"Expected one of {set(str2val.keys())}, got {string}") def optional_int(string): return None if string == "None" else int(string) def optional_float(string): return None if string == "None" else float(string) def compression_ratio(text) -> float: return len(text) / len(zlib.compress(text.encode("utf-8"))) def format_timestamp(seconds: float, always_include_hours: bool = False, fractionalSeperator: str = '.'): assert seconds >= 0, "non-negative timestamp expected" milliseconds = round(seconds * 1000.0) hours = milliseconds // 3_600_000 milliseconds -= hours * 3_600_000 minutes = milliseconds // 60_000 milliseconds -= minutes * 60_000 seconds = milliseconds // 1_000 milliseconds -= seconds * 1_000 hours_marker = f"{hours:02d}:" if always_include_hours or hours > 0 else "" return f"{hours_marker}{minutes:02d}:{seconds:02d}{fractionalSeperator}{milliseconds:03d}" def write_txt(transcript: Iterator[dict], file: TextIO): for segment in transcript: print(segment['text'].strip(), file=file, flush=True) def write_vtt(transcript: Iterator[dict], file: TextIO, maxLineWidth=None): print("WEBVTT\n", file=file) for segment in transcript: text = processText(segment['text'], maxLineWidth).replace('-->', '->') print( f"{format_timestamp(segment['start'])} --> {format_timestamp(segment['end'])}\n" f"{text}\n", file=file, flush=True, ) def write_srt(transcript: Iterator[dict], file: TextIO, maxLineWidth=None): """ Write a transcript to a file in SRT format. Example usage: from pathlib import Path from whisper.utils import write_srt result = transcribe(model, audio_path, temperature=temperature, **args) # save SRT audio_basename = Path(audio_path).stem with open(Path(output_dir) / (audio_basename + ".srt"), "w", encoding="utf-8") as srt: write_srt(result["segments"], file=srt) """ for i, segment in enumerate(transcript, start=1): text = processText(segment['text'].strip(), maxLineWidth).replace('-->', '->') # write srt lines print( f"{i}\n" f"{format_timestamp(segment['start'], always_include_hours=True, fractionalSeperator=',')} --> " f"{format_timestamp(segment['end'], always_include_hours=True, fractionalSeperator=',')}\n" f"{text}\n", file=file, flush=True, ) def processText(text: str, maxLineWidth=None): if (maxLineWidth is None or maxLineWidth < 0): return text lines = textwrap.wrap(text, width=maxLineWidth, tabsize=4) return '\n'.join(lines)