14 citations · 14 across the 4 of their papers we have counts for
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cs.SD2026
ACE-Step 1.5: Pushing the Boundaries of Open-Source Music Generation
Junmin Gong, Yulin Song, Wenxiao Zhao +4
We present ACE-Step v1.5, a highly efficient open-source music foundation model that brings commercial-grade generation to consumer hardware. On commonly used evaluation metrics, A…
cs.SD2025
ACE-Step: A Step Towards Music Generation Foundation Model
Junmin Gong, Sean Zhao, Sen Wang +2
We introduce ACE-Step, a novel open-source foundation model for music generation that overcomes key limitations of existing approaches and achieves state-of-the-art performance thr…
cs.SD2021
RefineGAN: Universally Generating Waveform Better than Ground Truth with Highly Accurate Pitch and Intensity Responses
Shengyuan Xu, Wenxiao Zhao, Jing Guo
Most GAN(Generative Adversarial Network)-based approaches towards high-fidelity waveform generation heavily rely on discriminators to improve their performance. However, GAN method…