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cs.SD2026
MM-Sonate: Multimodal Controllable Audio-Video Generation with Zero-Shot Voice Cloning
Chunyu Qiang, Jun Wang, Xiaopeng Wang +2
Joint audio-video generation aims to synthesize synchronized multisensory content, yet current unified models struggle with fine-grained acoustic control, particularly for identity…
cs.SD2025
AudioGen-Omni: A Unified Multimodal Diffusion Transformer for Video-Synchronized Audio, Speech, and Song Generation
Le Wang, Jun Wang, Chunyu Qiang +4
We present AudioGen-Omni - a unified approach based on multimodal diffusion transformers (MMDit), capable of generating high-fidelity audio, speech, and song coherently synchronize…