FlowSonic: Stable Zero-Shot Music Editing via High-Order Trajectory Integration
Zero-shot text-guided editing of real-world music recordings requires balancing semantic modification with faithful preservation of the original musical structure. Although recent diffusion transformers trained with rectified flow have achieved remarkable success in text-to-music generation, extending them to edit existing recordings remains challenging because editing requires accurate deterministic inversion, reliable structural preservation, and numerically stable integration throughout the inversion and generation processes. We present FlowSonic, a zero-shot music editing framework built upon a pretrained diffusion transformer trained with rectified flow. FlowSonic first deterministic...
| Authors | Ali Boudaghi, Hadi Zare |
|---|---|
| Primary category | cs.SD |
| Published | 20 July 2026 |
| Last updated at source | 20 July 2026 |
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