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README.md
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---
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license: apache-2.0
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tags:
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- text-to-speech
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- pytorch
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- 5b-params
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- multilingual
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- bangla
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language:
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- en
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- bn
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- zh
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- es
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- fr
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- de
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- ja
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- ko
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- ru
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- pt
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- it
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- hi
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- ar
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- tr
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- nl
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pipeline_tag: text-to-speech
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---
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# Hexa TTS 5B
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Hexa TTS is a massive 5-billion parameter Text-to-Speech system designed for high-fidelity, emotional, and multi-speaker speech synthesis across 15 languages.
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## Model Details
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- **Architecture:** Transformer-based (Flow Matching / Autoregressive)
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- **Parameters:** ~4.92 Billion
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- **Languages:** 15 (English, Bangla, Chinese, Spanish, French, German, Japanese, Korean, Russian, Portuguese, Italian, Hindi, Arabic, Turkish, Dutch)
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- **Features:** Emotion Control, Multi-Speaker embedding.
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## Usage
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This repository contains the untrained model definition and configuration.
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```python
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# Coming soon: AutoModel support
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from src.hf_model import HexaModel
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from src.config import HexaConfig
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config = HexaConfig() # Defaults to 5B
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model = HexaModel(config)
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```
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## Training
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To train this model, use the provided `src/train_hf.py` script on a multi-GPU cluster (A100/H100 recommended).
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