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Sifei Li

2 accepted papers

2026

SongEcho: Towards Cover Song Generation via Instance-Adaptive Element-wise Linear Modulation

ICLR 2026poster

Cover songs constitute a vital aspect of musical culture, preserving the core melody of an original composition while reinterpreting it to infuse novel emotional depth and thematic emphasis. Although prior research has explored the reinterpretation of instrumental music through melody-conditioned te…

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2024

Music Style Transfer with Time-Varying Inversion of Diffusion Models

AAAI 2024technical

With the development of diffusion models, text-guided image style transfer has demonstrated great controllable and high-quality results. However, the utilization of text for diverse music style transfer poses significant challenges, primarily due to the limited availability of matched audio-text dat…