Video-Transcriber

[Whisper Repo] [Colab]

Effortlessly transcribe videos and create styled subtitles with this powerful wrapper for Whisper's ASR capabilities.

Features

Transcribe videos from various sources:
- YouTube URLs
- Local video files
- Directories containing multiple videos
Produce multiple subtitle formats:
- SRT
- VTT
- TSV
- JSON
- Plain text
Customize subtitle appearance with font and color options
Leverage Whisper's advanced transcription features:
- Language detection
- Speech-to-text translation/transcription
- Word level timestamps (experimental)

Requirements

Python 3.6 or above
yt-dlp
moviepy
whisper
srt
numpy
torch
ffmpeg (install with apt update && apt install ffmpeg)

Installation

Clone this repository:

git clone https://github.com/abdalrohman/Video-Transcriber.git
Install the required dependencies:

pip install -r requirements.txt

Usage

python video_transcriber.py [OPTIONS]

Options:

--video_file [VIDEO_FILE]: video file input can be either a video file or directory contains videos or youtube url
-v [VIDEO_OUTPUT_DIR]: Directory to save downloaded YouTube videos. (default: Video).
-a [AUDIO_OUTPUT_DIR]: Directory to save extracted audio files. (default: Audio).
-s [SRT_OUTPUT_DIR]: Directory to save generated SRT files. (default: Srt).
--font_type [FONT_TYPE]: Font for subtitles (default: "Arial").
--font_color [FONT_COLOR]: Color for subtitles (default: "red").
... (See python video_transcriber.py -h for more options)

License

This project is licensed under the MIT License. See the LICENSE file for more details.