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cs.SD2026
MPEcho: A Melody and Phoneme-Aware Generative Framework for Controllable Cover Song Generation
Wei-Jaw Lee, Hsuan-Yu Yeh, Ting-Yi Hu +3
Cover song generation (CSG) should preserve the melodic and linguistic content of a reference song while recreating the remaining musical components. The state-of-the-art model Son…
cs.LG2026
Making the Most of Limited Data: Score-Aware Training for Text-to-Music Generation
Yun-Chen Cheng, Tzu-Hung Huang, Chih-Pin Tan
State-of-the-art text-to-music generation systems rely on massive proprietary datasets and industrial-scale compute, making it impossible to disentangle architectural contributions…