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cs.SD2026
SonicWeave: Chunk-Routed Mixture-of-Experts for Unified Audio Scene Generation
Yunrui Cai, Xu Li, Yucheng Zhou +8
Text-conditioned general audio generation is moving beyond isolated speech, music, and sound-effect synthesis toward a single model that can compose them into controllable, coheren…
eess.AS2026
A Unifying Perspective on Audio Generative Modeling: Latent Representations and Modeling Strategies
Dongchao Yang
Every audio generative system makes two coupled decisions: what representation to generate, and how to model its distribution. This paper organizes audio generative modeling around…
cs.SD2026
UniAudio 2.0: A Unified Audio Language Model with Text-Aligned Factorized Audio Tokenization
Dongchao Yang, Yuanyuan Wang, Dading Chong +3
We study two foundational problems in audio language models: (1) how to design an audio tokenizer that can serve as an intermediate representation for both understanding and genera…