代表性论文
•Liu Y, Sun H, Guan W, et al. A Discriminative Feature Representation Method Based on Cascaded Attention Network With Adversarial Strategy for Speech Emotion Recognition[J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023, 31: 1063-1074. (Top一区期刊)
•Liu Y, Sun H, Guan W, et al. Multi-modal speech emotion recognition using self-attention mechanism and multi-scale fusion framework[J]. Speech Communication, 2022, 139: 1-9. (CCF-B期刊)
•Liu Y, Nower N, Morita S, et al. Speech enhancement of instantaneous amplitude and phase for applications in noisy reverberant environments[J]. Speech Communication, 2016, 84: 1-14. (CCF-B期刊)
•Liu Y, Sun H, Chen G, et al. Multi-Level Knowledge Distillation for Speech Emotion Recognition in Noisy Conditions. Proc. INTERSPEECH 2023. (语音领域顶会)
•Liu, Yang, et al. "Discriminative feature representation based on cascaded attention network with adversarial joint loss for speech emotion recognition." Proc. INTERSPEECH 2022. (语音领域顶会)
•Liu Y, Xia Y, Sun H, et al. A Multitask Learning Approach Based on Cascaded Attention Network and Self-Adaption Loss for Speech Emotion Recognition[J]. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2023, 106(6): 876-885. (SCI)
•Liu Y, Sun H, Guan W, et al. Speech Emotion Recognition Using Cascaded Attention Network with Joint Loss for Discrimination of Confusions[J]. Machine Intelligence Research, 2023, 20(4): 595-604. (SCI)
•Liu Y, Wei J,et al. ACSTNet: An Attention Cross Stage Transformers Network for Small Object Detection in Remote Sensing Image,IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2024. (SCI)
•Nower N, Liu Y, Unoki M. Restoration scheme of instantaneous amplitude and phase using Kalman filter with efficient linear prediction for speech enhancement[J]. Speech Communication, 2015, 70: 13-27. (CCF-B期刊)
•Liu Y, Morita S, Unoki M. MTF-based kalman filtering with linear prediction for power envelope restoration in noisy reverberant environments[J]. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2016, 99(2): 560-569. (SCI)
•Nower N, Liu Y, Unoki M. Restoration of instantaneous amplitude and phase using Kalman filter for speech enhancement[C]//2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2014: 4633-4637. (语音领域顶会)
代表性著作
•树莓派智能小车嵌入式系统开发实战,清华大学出版社,2020.09.01
•Python智能硬件开发-基于智能车的项目设计与实现,中国铁道出版社, 2022.09.01
•人工智能应用开发-基于机器人平台的项目实践,化学工业出版社,2023.11.30
代表性专利
•ZL201911310971.5,面向慢性病康复的精准运动大数据智能预测、分析及优化系统
•ZL202010966981.0,一种基于边缘计算和在线更新样本智能识别的装备关键承力结构件健康监测系统