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CookVoice framework unifies speech and singing voice generation

Researchers have introduced CookVoice, a unified framework designed for controllable multi-modal human voice generation. This system separates voice into content, prosody, and style factors, enabling it to handle tasks such as text-to-speech, singing voice generation, and voice editing within a single model. CookVoice demonstrates comparable generation quality to existing systems while offering enhanced style and prosody control, and it achieves this with a relatively small parameter count and efficient inference. AI

IMPACT This unified framework could streamline development and improve control for various voice generation applications.

RANK_REASON The cluster contains an academic paper detailing a new framework for voice generation. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.LG →

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CookVoice framework unifies speech and singing voice generation

COVERAGE [1]

  1. arXiv cs.LG TIER_1 English(EN) · Haowei Lou, Hye-Young Paik, Dai Jia, Kai Li, Lina Yao ·

    CookVoice: Unified Framework for Style Controllable Multi-Modal Human Voice Generation

    arXiv:2608.11590v1 Announce Type: cross Abstract: Human voice generation has made rapid progress in speech generation, singing voice generation, voice cloning, and voice editing. However, most existing systems are designed for specific tasks and often rely on task-dependent archi…