10 papers
Towards Scalable Lightweight GUI Agents via Multi-role Orchestration
Ziwei Wang, Junjie Zheng, Leyang Yang +7
Autonomous Graphical User Interface (GUI) agents powered by Multimodal Large Language Models (MLLMs) enable digital automation on end-user devices. While scaling both parameters an…
YingMusic-SVC: Real-World Robust Zero-Shot Singing Voice Conversion with Flow-GRPO and Singing-Specific Inductive Biases
Gongyu Chen, Xiaoyu Zhang, Zhenqiang Weng +5
Singing voice conversion (SVC) aims to render the target singer's timbre while preserving melody and lyrics. However, existing zero-shot SVC systems remain fragile in real songs du…
YingMusic-Singer: Zero-shot Singing Voice Synthesis and Editing with Annotation-free Melody Guidance
Junjie Zheng, Chunbo Hao, Guobin Ma +5
Singing Voice Synthesis (SVS) remains constrained in practical deployment due to its strong dependence on accurate phoneme-level alignment and manually annotated melody contours, r…
R2-SVC: Towards Real-World Robust and Expressive Zero-shot Singing Voice Conversion
Junjie Zheng, Gongyu Chen, Chaofan Ding +1
In real-world singing voice conversion (SVC) applications, environmental noise and the demand for expressive output pose significant challenges. Conventional methods, however, are…
DualDub: Video-to-Soundtrack Generation via Joint Speech and Background Audio Synthesis
Wenjie Tian, Xinfa Zhu, Haohe Liu +6
While recent video-to-audio (V2A) models can generate realistic background audio from visual input, they largely overlook speech, an essential part of many video soundtracks. This…
MM-MovieDubber: Towards Multi-Modal Learning for Multi-Modal Movie Dubbing
Junjie Zheng, Zihao Chen, Chaofan Ding +5
Current movie dubbing technology can produce the desired speech using a reference voice and input video, maintaining perfect synchronization with the visuals while effectively conv…