https://github.com/msparihar/transcriber
Developed an AI tool to automatically generate captions and transcripts for YouTube videos in 67 languages and can generate summarized texts in 133 languages.
https://github.com/msparihar/transcriber
audio-processing deep-neural-networks kenlm nlp wav2vec2
Last synced: 2 months ago
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Developed an AI tool to automatically generate captions and transcripts for YouTube videos in 67 languages and can generate summarized texts in 133 languages.
- Host: GitHub
- URL: https://github.com/msparihar/transcriber
- Owner: Msparihar
- License: apache-2.0
- Created: 2023-02-18T05:40:16.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-11-10T18:00:38.000Z (over 1 year ago)
- Last Synced: 2023-11-10T19:23:25.427Z (over 1 year ago)
- Topics: audio-processing, deep-neural-networks, kenlm, nlp, wav2vec2
- Language: Python
- Homepage: https://github.com/Msparihar/Transcriber
- Size: 14.6 KB
- Stars: 3
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
## Youtube Transcriber
YouTube Transcriber is a web application that transcribes YouTube videos into text. It is built with Python, Flask.
The transcriber uses the **Audio-wizard** model that I trained based on [deep-speech-2](https://arxiv.org/abs/1512.02595) paper.
You can find more details about the model [here.](https://github.com/Msparihar/deep-speech-2)
To use the application, simply enter the URL of the YouTube video you want to transcribe and click the "Transcribe" button. The application will then generate a transcript of the video, which you can then download or copy and paste into another document.
YouTube Transcriber is a useful tool for anyone who wants to make their YouTube videos more accessible to a wider audience, or who needs to transcribe YouTube videos for research or other purposes.
**Here are some of the benefits of using YouTube Transcriber:**
* Make your YouTube videos more accessible to viewers with hearing disabilities
* Improve the SEO of your YouTube videos by making them easier to search for
* Create transcripts of your YouTube videos for blogging, research, or other purposes
* Easily share transcripts of your YouTube videos on social media or other websites
**Try YouTube Transcriber today and see how easy it is to transcribe your YouTube videos into text!**
### Software and Tools Requirements
1. [Github Account](https://github.com/)
2. [Heroku Account](https://heroku.com)
3. [VS Code IDE](https://code.visualstudio.com/)
4. [GitCLI](https://git-scm.com/book/en/v2/Getting-Started-The-Command-Line)
### Step 1: Create a new environment
```
conda create -p venv python==3.10 -y
```
### Step 2: Activate Environment
```
conda activate venv/
```
### Step 3: Install dependencies
```
pip install -r requirements.txt
```
### Step 4: Run the application
```
flask run app.py
```