354 citations · 517 across the 21 of their papers we have counts for
5 papers · 1 filter
Emotion-Conditioned Melody Harmonization with Hierarchical Variational Autoencoder
Shulei Ji, Xinyu Yang
Existing melody harmonization models have made great progress in improving the quality of generated harmonies, but most of them ignored the emotions beneath the music. Meanwhile, t…
How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning
Hang Chen, Jing Luo, Xinyu Yang +1
Our investigation into the Affective Reasoning in Conversation (ARC) task highlights the challenge of causal discrimination. Almost all existing models, including large language mo…
Multi-Dimensional and Multi-Scale Modeling for Speech Separation Optimized by Discriminative Learning
Zhaoxi Mu, Xinyu Yang, Wenjing Zhu
Transformer has shown advanced performance in speech separation, benefiting from its ability to capture global features. However, capturing local features and channel information o…
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation
Chengxi Zeng, Xinyu Yang, David Smithard +3
This paper presents a deep learning framework for medical video segmentation. Convolution neural network (CNN) and transformer-based methods have achieved great milestones in medic…
Improving Domain Generalization with Domain Relations
Huaxiu Yao, Xinyu Yang, Xinyi Pan +3
Distribution shift presents a significant challenge in machine learning, where models often underperform during the test stage when faced with a different distribution than the one…