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XingChen-UniFE: A Unified Generative Speech Front-End via Complementary Acoustic-Semantic Modeling

Kuang, Kelan et al.
arXiv (All) · Papers
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audio-and-speech-processingsound
This paper presents XingChen-UniFE, a unified large audio language model (LALM) for general speech restoration (GSR) and target speaker extraction (TSE). The proposed model employs complementary semantic and acoustic representations through a dual-stream encoder, where a self-supervised learning mod
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