A hierarchical speech enhancement pipeline that estimates semantic tokens first and acoustic tokens second, via a factorized codec and diffusion, improves DNSMOS and downstream TTS speaker similarity in noisy far-field conditions.
Specifically, we will first assess the enhanced speech quality in complex, far-field noisy environments
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A Semantic Information-based Hierarchical Speech Enhancement Method Using Factorized Codec and Diffusion Model
A hierarchical speech enhancement pipeline that estimates semantic tokens first and acoustic tokens second, via a factorized codec and diffusion, improves DNSMOS and downstream TTS speaker similarity in noisy far-field conditions.