Orpheus Bangla Tts Gguf 8bit

🚀 Orpheus Bangla GGUF

This is a proof - of - concept fine - tuned Orpheus 3B TTS model for Bengali language support.

🚀 Quick Start

This README provides detailed information about the Orpheus Bangla GGUF model, including its description, intended use, training details, limitations, and related training resources.

✨ Features

• Bengali Support: Specifically fine - tuned for the Bengali language, enabling text - to - speech conversion in Bengali.
• Based on Orpheus 3B: Built upon the Orpheus 3B TTS model.

📦 Installation

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💻 Usage Examples

No code examples are provided in the original document, so this section is skipped.

📚 Documentation

Model Description

This model is a proof - of - concept fine - tuned version of the Orpheus 3B TTS (Text - to - Speech) model for Bengali language support. The model has been trained using the SUST - CSE - Speech/banspeech dataset, which contains 955 audio samples split from audiobooks. This fine - tuning was performed for 10 epochs on a single Google Colab instance equipped with a T4 GPU.

⚠️ Important Note

This model is currently in the proof - of - concept phase and is not recommended for production use.

Intended Use

This model can be used for generating Bengali speech from text. It is ideal for experimenting with TTS systems for Bengali, particularly for audiobooks, conversational AI, or speech synthesis tasks.

Model Training

Limitations

• This model was trained on a small dataset and for a limited number of epochs, which may lead to less natural or less accurate speech synthesis.
• Since this is a proof - of - concept model, the synthesis quality may vary based on input text and different conditions. It is not optimized for production environments.

Training Resources

• [TTS Training: Style - TTS2](https://github.com/asiff00/Training - TTS/tree/main/style - tts2)
• [TTS Training: VIT - TTS](https://github.com/asiff00/Training - TTS/tree/main/vit - tts)
• [On - Device Speech - to - Speech Conversational AI](https://github.com/asiff00/On - Device - Speech - to - Speech - Conversational - AI)
• [Bangla Llama](https://github.com/asiff00/Bangla - Llama)
• [Bangla RAG Pipeline, PoRAG](https://github.com/Bangla - RAG/PoRAG)

🔧 Technical Details

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📄 License

The model is licensed under the apache - 2.0 license.