Selected publications and reports
Each item includes venue, year, authors, a concise contribution summary, and available links.
Listening or Reading? An Empirical Study of Modality Importance Analysis Across AQA Question Types
DCASE 2025 Workshop
Zeyu Yin, Yiqiang Cai, Pingsong Deng, Xinyang Lyu, Shengchen Li
Designed the study, implemented modality-importance experiments, analyzed results across question types, and wrote the paper.
ECHOTWIN-QA: A Dual-Tower BEATSBERT System for DCASE 2025 Task 5 Audio Question Answering
DCASE 2025 Challenge (Task 5)
Zeyu Yin, Ziyang Zhou, Yiqiang Cai, Shengchen Li, Xi Shao
Built the end-to-end AQA system from scratch, ran training and evaluation pipelines, conducted ablations, and wrote the technical report.
ADAPTF-SEPNET: AudioSet-Driven Adaptive Pre-training of TF-SEPNet for Multi-device Acoustic Scene Classification
DCASE 2025 Challenge
Ziyang Zhou, Zeyu Yin, Yiqiang Cai, Shengchen Li, Xi Shao
Contributed to model development and experimental evaluation, and supported results analysis and manuscript preparation.
EmoSound: A Multimodal AI Agent for Emotion-Aware Audio Accompaniment of Emoticons
BICS 2025
Jianghui Sun, Haosen Shi, Zeyu Yin, Wansu Mo, Hongyi Ding, Yiming Hu, Xi Yang, Yuyao Yan
Implemented components for the multimodal agent and evaluation pipeline, and contributed to experiments and writing.