zailani1977 / Transcribe

Transcribe m4a audio file into a transcript text file

Transcribe Audio

This Python script transcribes audio files using a deep learning model. It takes in an m4a audio file and a transcript file, converts the audio file to WAV format, resamples the audio, performs transcription and saves the transcription to the specified file.

Usage

To use this script, simply run the following command: python transcribe.py <audio_file> <transcript_file>

Replace <audio_file> with the path to the audio file you want to transcribe, and <transcript_file> with the path to the file where you want to save the transcription.

Dependencies

This script requires the following dependencies:

• Python 3.x
• librosa library
• torch library with CUDA support
• CUDA capable GPU and CUDA drivers
• FFMPEG codecs

You can install these dependencies using pip:

pip install librosa

pip install torch torchaudio --extra-index-url https://download.pytorch.org/whl/cu121 --index-url https://download.pytorch.org/whl/cu121/torch_stable -f https://download.pytorch.org/whl/3.10.6/cu121/torch_stable.html

*Note: The value 3.10.6 in "https://download.pytorch.org/whl/3.10.6/cu121/torch_stable.html" should be replaced with your exact Python version.

CUDA drivers: https://developer.nvidia.com/cuda-downloads

FFMPEG codecs: https://ffmpeg.org/

License

This script is licensed under the MIT License. See the LICENSE file for more details. Let me know if you need any further assistance!