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cs.SD2026
Modeling Music as a Time-Frequency Image: A 2D Tokenizer for Music Generation
Yuqing Cheng, Xingyu Ma, Guochen Yu +1
Autoregressive music generation depends strongly on the audio tokenizer. Existing high-fidelity codecs often use residual multi-codebook quantization, which preserves reconstructio…
cs.SD2026
Shao: Scaling Acoustic Token Language Models Toward High-Fidelity Music Generation
Jiafeng Liu, Yuanliang Dong, Hongjia Liu +8
A common design pattern in high-quality music generation is to handle structure and fidelity in different representation spaces: a generator first models high-level structure, foll…