4 papers
Learning to Plan with Personalized Preferences
Manjie Xu, Xinyi Yang, Wei Liang +2
Effective integration of AI agents into daily life requires them to understand and adapt to individual human preferences, particularly in collaborative roles. Although recent studi…
Towards Diverse and Efficient Audio Captioning via Diffusion Models
Manjie Xu, Chenxing Li, Xinyi Tu +4
We introduce Diffusion-based Audio Captioning (DAC), a non-autoregressive diffusion model tailored for diverse and efficient audio captioning. Although existing captioning models r…
STA-V2A: Video-to-Audio Generation with Semantic and Temporal Alignment
Yong Ren, Chenxing Li, Manjie Xu +4
Visual and auditory perception are two crucial ways humans experience the world. Text-to-video generation has made remarkable progress over the past year, but the absence of harmon…
Video-to-Audio Generation with Hidden Alignment
Manjie Xu, Chenxing Li, Xinyi Tu +5
Generating semantically and temporally aligned audio content in accordance with video input has become a focal point for researchers, particularly following the remarkable breakthr…