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cs.SD2025
MelTok: 2D Tokenization for Single-Codebook Audio Compression
Jingyi Li, Zhiyuan Zhao, Zhisheng Zhang +6
Large Audio Language Models (LALMs) have emerged with strong performance across diverse audio understanding tasks and can be further enhanced by neural audio codecs. Transitioning…
cs.SD2025
Training-Free Multi-Step Audio Source Separation
Yongyi Zang, Jingyi Li, Qiuqiang Kong
Audio source separation aims to separate a mixture into target sources. Previous audio source separation systems usually conduct one-step inference, which does not fully explore th…