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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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+
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+ # Hexa TTS 5B
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+
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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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+
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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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+
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+ ## Usage
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+ This repository contains the untrained model definition and configuration.
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+
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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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+
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+ config = HexaConfig() # Defaults to 5B
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+ model = HexaModel(config)
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+ ```
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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).