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cs.SD2025
Decoder-Side Semantic Conditioning for Low-Bitrate Neural Speech Compression
Liuyang Bai, Weiyi Lu, Li Guo
Speech codecs are usually optimized for waveform fidelity, allocating bits to acoustic detail that can be inferred from linguistic structure. This leads to inefficient compression…
cs.SD2025★ 2 cited
Analyzable Chain-of-Musical-Thought Prompting for High-Fidelity Music Generation
Max W. Y. Lam, Yijin Xing, Weiya You +14
Autoregressive (AR) models have demonstrated impressive capabilities in generating high-fidelity music. However, the conventional next-token prediction paradigm in AR models does n…