Command line tool to transcribe & translate audio from livestreams in real time
Project description
stream-translator-gpt
stream-translator-gpt is a command-line tool for real-time transcription and translation of live streams. We have now added an easier-to-use WebUI entry point.
Try it on Colab:
| WebUI | Command Line |
|---|---|
(Due to frequent scraping and theft of API keys, we are unable to provide a trial API key. You need to fill in your own API key.)
Prerequisites
- Python >= 3.10
- FFmpeg (skip if already installed):
- Windows:
winget install ffmpeg - Linux (Debian/Ubuntu):
sudo apt install ffmpeg
- Windows:
- Install CUDA on your system.
- Install cuDNN to your CUDA dir if you want to use Faster-Whisper.
- Install PyTorch (with CUDA) to your Python.
- Create a Google API key if you want to use Gemini API for translation.
- Create a OpenAI API key if you want to use OpenAI Transcription API for transcription or GPT API for translation.
Installation
WebUI
pip install stream-translator-gpt[webui] -U
Command Line
pip install stream-translator-gpt -U
Usage
The commands on Colab are the recommended usage, below are some other commonly used options.
-
Transcribe live streaming (default use Whisper):
stream-translator-gpt {URL} --language {input_language} -
Transcribe by Faster-Whisper:
stream-translator-gpt {URL} --language {input_language} --use_faster_whisper -
Transcribe by SimulStreaming:
stream-translator-gpt {URL} --language {input_language} --use_simul_streaming -
Transcribe by SimulStreaming with Faster-Whisper as the encoder:
stream-translator-gpt {URL} --language {input_language} --use_simul_streaming --use_faster_whisper -
Transcribe by OpenAI Transcription API:
stream-translator-gpt {URL} --language {input_language} --use_openai_transcription_api --openai_api_key {your_openai_key} -
Transcribe by a HuggingFace ASR model (requires
pip install stream-translator-gpt[hf_asr]):stream-translator-gpt {URL} --model {hf_model_name} --use_hf_asrOnly models with
pipeline_tag: automatic-speech-recognitionon Hugging Face Hub are supported. -
Translate to other language by Gemini:
stream-translator-gpt {URL} --language ja --translation_prompt "Translate from Japanese to Chinese" --google_api_key {your_google_key} -
Translate to other language by GPT:
stream-translator-gpt {URL} --language ja --translation_prompt "Translate from Japanese to Chinese" --openai_api_key {your_openai_key} -
Using OpenAI Transcription API and Gemini at the same time:
stream-translator-gpt {URL} --language ja --use_openai_transcription_api --openai_api_key {your_openai_key} --translation_prompt "Translate from Japanese to Chinese" --google_api_key {your_google_key} -
Local video/audio file as input:
stream-translator-gpt /path/to/file --language {input_language} -
Record system audio as input:
stream-translator-gpt device --language {input_language} -
Record microphone as input:
stream-translator-gpt device --language {input_language} --mic -
Sending result to Discord:
stream-translator-gpt {URL} --language {input_language} --discord_webhook_url {your_discord_webhook_url} -
Sending result to Telegram:
stream-translator-gpt {URL} --language {input_language} --telegram_token {your_telegram_token} --telegram_chat_id {your_telegram_chat_id} -
Sending result to Cqhttp:
stream-translator-gpt {URL} --language {input_language} --cqhttp_url {your_cqhttp_url} --cqhttp_token {your_cqhttp_token} -
Saving result to a .srt subtitle file:
stream-translator-gpt {URL} --language ja --translation_prompt "Translate from Japanese to Chinese" --google_api_key {your_google_key} --hide_transcribe_result --retry_if_translation_fails --output_timestamps --output_file_path ./result.srt
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