425 citations · 1.2k across the 64 of their papers we have counts for
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cs.SD2025
MR-FlowDPO: Multi-Reward Direct Preference Optimization for Flow-Matching Text-to-Music Generation
Alon Ziv, Sanyuan Chen, Andros Tjandra +3
A key challenge in music generation models is their lack of direct alignment with human preferences, as music evaluation is inherently subjective and varies widely across individua…
cs.SD2025
PAST: Phonetic-Acoustic Speech Tokenizer
Nadav Har-Tuv, Or Tal, Yossi Adi
We present PAST, a novel end-to-end framework that jointly models phonetic information alongside signal reconstruction, eliminating the need for external pretrained models. Unlike…
cs.SD2025
MusicGen-Stem: Multi-stem music generation and edition through autoregressive modeling
Simon Rouard, Robin San Roman, Yossi Adi +1
While most music generation models generate a mixture of stems (in mono or stereo), we propose to train a multi-stem generative model with 3 stems (bass, drums and other) that lear…