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https://github.com/hsiehbocheng/yt-gen-caption
This is a Porject for generating captions for YouTube videos using Faster Whisper & yt_dlp.
https://github.com/hsiehbocheng/yt-gen-caption
asr python whisper
Last synced: 4 days ago
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This is a Porject for generating captions for YouTube videos using Faster Whisper & yt_dlp.
- Host: GitHub
- URL: https://github.com/hsiehbocheng/yt-gen-caption
- Owner: hsiehbocheng
- Created: 2024-06-15T12:29:02.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2024-06-21T14:29:06.000Z (6 months ago)
- Last Synced: 2024-10-31T19:43:11.559Z (about 2 months ago)
- Topics: asr, python, whisper
- Language: Jupyter Notebook
- Homepage:
- Size: 12.2 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
### ytGenCaption
This project enables the generation of captions for YouTube videos leveraging the power of OpenAI's Whisper model and yt_dlp.
### Requirements
```
python 3.9
yt_dlp
faster_whisper
pysrt
```
### Quick Start
1. **Clone the repository**
```bash
git clone https://github.com/hsiehbocheng/yt-gen-caption.git
```
2. **Create a virtual environment(optional)**
1. python venv
```bash
python3 -m venv venv
source venv/bin/activate
```
2. install ffmpeg (Ubuntu)
```bash
sudo apt update
sudo apt upgrade
sudo apt install ffmpeg
```
3. **Install the requirements**
```bash
pip install -r requirements.txt
```
4. **Run the script**
Run the script with the following command, replacing your_yt_url with the URL of the YouTube video you want to caption:
```bash
python ytGenCaption/main.py -url your_yt_url
```
### **Command-Line Arguments**:
- `-url`: Specify the YouTube video URL for which you want to generate captions.
- `-model_size_or_path`: Set the model size or provide a path to a specific model. Default is "small".
- `-temperatures`: Adjust the temperature to control the randomness during model inference. Default is 0.001.
- `-initial_prompt`: Provide an optional initial prompt for the model to influence the beginning of the captions.
**example**:
```bash
python ytGenCaption/main.py \
-url "https://www.youtube.com/watch?v=LUHGvz8skoo" \
-model_size_or_path "small" \
-temperatures 0.001 \
-initial_prompt "蔡冠雙頭喜劇演員漫才"
```