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Preprint Oct 2026

SepGen: Multi-Stem Audio-Video Separation and Generation in a Single Model

A 4D audio-visual scene comprises a video, the dynamic geometry it depicts, and the sound sources that populate it, each with its own position and trajectory. Rendering such a scene from a novel viewpoint requires that every source be available as an individual waveform, so that it can be localized in the scene and pro...

Aviad Dahan, Rajaei Khatib, Y. Bitton et al. · 0 citations
Preprint Oct 2026

SemCam: Semantic Camera Motion Control for Video Generation

Controlling the camera relative to a moving subject in an existing video is challenging: behaviors such as maintaining a frontal view require the camera to adapt to the subject's changing position and orientation, making the desired trajectory difficult to specify in advance. Existing camera-controlled video-to-video m...

Janna Bruner, Omer Talmi, Ianir A. Ideses et al. · 0 citations

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