killian31
commited on
Commit
ยท
7788122
1
Parent(s):
1e48aff
docs: update README
Browse files- README.md +118 -24
- app_ex.png +0 -0
README.md
CHANGED
|
@@ -1,37 +1,131 @@
|
|
| 1 |
-
|
| 2 |
-
title: AudioVisualTranscription
|
| 3 |
-
app_file: app.py
|
| 4 |
-
sdk: gradio
|
| 5 |
-
sdk_version: 5.1.0
|
| 6 |
-
---
|
| 7 |
-
# Speech to Video Subtitles
|
| 8 |
|
| 9 |
-
|
|
|
|
|
|
|
| 10 |
|
| 11 |

|
| 12 |
|
| 13 |
-
##
|
| 14 |
|
| 15 |
-
|
|
|
|
| 16 |
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 25 |
|
| 26 |
-
|
|
|
|
| 27 |
|
| 28 |
-
|
| 29 |
-
|
|
|
|
| 30 |
|
| 31 |
-
|
| 32 |
|
| 33 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 34 |
|
| 35 |
```bash
|
| 36 |
-
|
| 37 |
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# AudioVisualTranscription - Speech to Video Subtitles ๐ฅโจ
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2 |
|
| 3 |
+
[](https://huggingface.co/spaces)
|
| 4 |
+
|
| 5 |
+
Get your synchronized subtitled video in minutes with AI!
|
| 6 |
|
| 7 |

|
| 8 |
|
| 9 |
+
## ๐ Overview
|
| 10 |
|
| 11 |
+
**AVT** is a tool that allows you to precisely subtitle your audio or video
|
| 12 |
+
content in minutes, using the power of AI.
|
| 13 |
|
| 14 |
+
Whether you need subtitles for accessibility, language learning, or just to make
|
| 15 |
+
your content more engaging, this app has got you covered. Simply upload your audio
|
| 16 |
+
or video file, select the language, and let the magic happen.
|
| 17 |
+
|
| 18 |
+
## โจ Features
|
| 19 |
+
|
| 20 |
+
- **Easy-to-use Interface**: Powered by [Gradio](https://gradio.app) for an
|
| 21 |
+
intuitive user experience.
|
| 22 |
+
- **Multi-Language Support**: Supports transcription in multiple languages:
|
| 23 |
+
English, Spanish, French, German, Italian, Dutch, Russian, Norwegian, Chinese,
|
| 24 |
+
and more.
|
| 25 |
+
- **Video Playback**: View your subtitled video directly in the web app.
|
| 26 |
+
- **Download Subtitles**: Save generated subtitle files for use with your preferred
|
| 27 |
+
video player.
|
| 28 |
+
|
| 29 |
+
## ๐ Quickstart
|
| 30 |
+
|
| 31 |
+
The easiest way to use **AVT** is through this
|
| 32 |
+
[Hugging Face Space](https://huggingface.co/spaces/nelikCode/AudioVisualTranscription).
|
| 33 |
+
|
| 34 |
+
To use it locally, follow the steps below.
|
| 35 |
+
|
| 36 |
+
### Installation
|
| 37 |
+
|
| 38 |
+
Follow these steps to set up the application on your local machine.
|
| 39 |
+
|
| 40 |
+
1. **Clone the repository**:
|
| 41 |
+
|
| 42 |
+
```bash
|
| 43 |
+
git clone https://github.com/killian31/AudioVisualTranscription
|
| 44 |
+
cd AudioVisualTranscription
|
| 45 |
+
```
|
| 46 |
+
|
| 47 |
+
2. **Create a Python environment** using pyenv:
|
| 48 |
+
|
| 49 |
+
```bash
|
| 50 |
+
pyenv virtualenv 3.11.9 avt
|
| 51 |
+
pyenv activate avt
|
| 52 |
+
```
|
| 53 |
+
|
| 54 |
+
3. **Install Poetry**:
|
| 55 |
+
|
| 56 |
+
```bash
|
| 57 |
+
pip install poetry
|
| 58 |
+
```
|
| 59 |
+
|
| 60 |
+
4. **Install dependencies**:
|
| 61 |
+
|
| 62 |
+
```bash
|
| 63 |
+
poetry install
|
| 64 |
+
```
|
| 65 |
|
| 66 |
+
5. **Install system-level dependencies**:
|
| 67 |
+
- **MacOS**: Run the following script to install FFmpeg and ImageMagick.
|
| 68 |
|
| 69 |
+
```bash
|
| 70 |
+
bash ./install_macos.sh
|
| 71 |
+
```
|
| 72 |
|
| 73 |
+
- **Debian/Ubuntu**: Run the following commands to install FFmpeg and ImageMagick.
|
| 74 |
|
| 75 |
+
```bash
|
| 76 |
+
chmod +x install_linux.sh
|
| 77 |
+
./install_linux.sh
|
| 78 |
+
```
|
| 79 |
+
|
| 80 |
+
### Running the App
|
| 81 |
+
|
| 82 |
+
To launch the Gradio app:
|
| 83 |
|
| 84 |
```bash
|
| 85 |
+
python app.py
|
| 86 |
```
|
| 87 |
+
|
| 88 |
+
After launching, navigate to the provided local URL to interact with the
|
| 89 |
+
application in your browser.
|
| 90 |
+
|
| 91 |
+
## ๐ How It Works
|
| 92 |
+
|
| 93 |
+
1. **Upload Your Content**: Use the provided options to upload an audio file
|
| 94 |
+
**or** a video file. Select the file type accordingly in the dropdown menu
|
| 95 |
+
(Video, Audio).
|
| 96 |
+
2. **Select Your Preferences**: Choose the language of transcription and any
|
| 97 |
+
delay settings you prefer.
|
| 98 |
+
3. **Generate Subtitles**: Click on the โGenerate Subtitled Videoโ button to
|
| 99 |
+
process your input.
|
| 100 |
+
4. **Download or View**: View the subtitled video directly on the web interface
|
| 101 |
+
or download the SRT subtitle file for later use. You need to generate the
|
| 102 |
+
subtitles before being able to ckick on the download button.
|
| 103 |
+
|
| 104 |
+
## ๐ Requirements
|
| 105 |
+
|
| 106 |
+
The app relies on the following system-level dependencies:
|
| 107 |
+
|
| 108 |
+
- **[FFmpeg](https://ffmpeg.org/)**: Required for handling video and audio.
|
| 109 |
+
- **[ImageMagick](https://imagemagick.org/)**: Required for video processing.
|
| 110 |
+
|
| 111 |
+
Please ensure these are installed using the provided scripts before running the app.
|
| 112 |
+
|
| 113 |
+
## ๐ Technologies Used
|
| 114 |
+
|
| 115 |
+
- **Gradio**: Provides the web interface for easy interaction.
|
| 116 |
+
- **Whisper by OpenAI**: Performs speech recognition.
|
| 117 |
+
|
| 118 |
+
## ๐ค Contributing
|
| 119 |
+
|
| 120 |
+
Contributions are welcome! If you'd like to improve the app or add new features,
|
| 121 |
+
feel free to fork the repository and open a pull request. Please format your code
|
| 122 |
+
with `black`.
|
| 123 |
+
|
| 124 |
+
## ๐ License
|
| 125 |
+
|
| 126 |
+
This project is open source and available under the [Apache 2.0 License](LICENSE).
|
| 127 |
+
|
| 128 |
+
## โ๏ธ Contact
|
| 129 |
+
|
| 130 |
+
If you have any questions, feel free to
|
| 131 |
+
[open an issue](https://github.com/killian31/AudioVisualTranscription/issues/new).
|
app_ex.png
CHANGED
|
|