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--- |
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title: LinaCodec Audio Tool |
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emoji: 🎵 |
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colorFrom: blue |
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colorTo: purple |
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sdk: gradio |
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sdk_version: 4.44.0 |
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app_file: app.py |
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pinned: false |
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license: mit |
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--- |
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# 🎵 LinaCodec Audio Tool |
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A Gradio web interface for **LinaCodec**, a neural audio codec for high-quality speech compression and voice conversion. |
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## Features |
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### 🔄 Encode & Decode |
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- Upload audio files and compress them into speech tokens |
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- Decode tokens back to 48kHz audio |
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- Demonstrates codec's compression and reconstruction quality |
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### 🎭 Voice Conversion |
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- Transfer timbre/style from one speaker to another |
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- Keep content from source audio |
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- Apply voice characteristics from reference audio |
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## How to Use |
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1. **Encode & Decode Tab**: |
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- Upload an audio file or record using your microphone |
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- Click "Encode & Decode" |
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- Listen to the reconstructed audio |
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2. **Voice Conversion Tab**: |
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- Upload source audio (the content you want) |
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- Upload reference audio (the voice style you want) |
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- Click "Convert Voice" |
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- Listen to the converted result |
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## Technical Details |
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- **Model**: [YatharthS/LinaCodec](https://huggingface.co/YatharthS/LinaCodec) |
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- **Output Sample Rate**: 48 kHz |
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- **Input Formats**: WAV, MP3, and other common audio formats |
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- **Framework**: PyTorch, Gradio |
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## Model Information |
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LinaCodec is a neural audio codec designed for high-quality speech compression and voice conversion. It encodes audio into discrete speech tokens and a global embedding, enabling efficient storage and manipulation of speech signals. |
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## Local Development |
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```bash |
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# Clone the repository |
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git clone https://huggingface.co/spaces/humair025/LinaCodec/ |
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# Install dependencies |
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pip install -r requirements.txt |
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# Run the app |
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python app.py |
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``` |
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## Citation |
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If you use LinaCodec in your research, please cite the original work. |
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## License |
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MIT License |
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