Publications
2020
- Jalal Abdulbaqi, Yue Gu, Shuhong Chen, and Ivan Marsic. ”Residual Recurrent Neural Network for Speech Enhancement.” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). May, 2020. Accepted.
[coming soon]
2019
- Yue Gu, Xinyu Lyu, Weijia Sun, Weitian Li, Shuhong Chen, Xinyu Li and Ivan Marsic. ”Mutual Correlation Attentive Factors in Dyadic Fusion Networks for Speech Emotion Recognition.” The 2019 ACM Multimedia Conference (ACM Multimedia) 2019. Accepted (long oral presentation).
- Yue Gu, Ruiyu Zhang, Xinwei Zhao, Shuhong Chen, Jalal Abdulbaqi, Ivan Marsic, Megan Chen and Randall S. Burd. ”Multimodal Attention Network for Trauma Activity Recognition from Spoken Language and Environmental Sound.” 2019 IEEE International Conference on Healthcare Informatics (ICHI). 2019. Accepted (oral presentation).
2018
- Yue Gu*, Xinyu Li*, Kaixiang Huang, Kangning Yang, Shiyu Fu, Shuhong Chen, Moliang Zhou and Ivan Marsic. "Human Conversation Analysis Using Attentive Multimodal Networks with Hierarchical Encoder-Decoder." The 2018 ACM Multimedia Conference (ACM Multimedia). 2018. Accepted (oral presentation, * equally contribution).
- Yue Gu, Kangning Yang, Shiyu Fu, Shuhong Chen, Xinyu Li and Ivan Marsic. "Hybrid Attention based Multimodal Network for Spoken Language Classification." The 27th International Conference on Computational Linguistics (COLING). 2018. Accepted (oral presentation).
- Yue Gu, Kangning Yang, Shiyu Fu, Shuhong Chen, Xinyu Li and Ivan Marsic. "Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment." The 56th Annual Meeting of the Association for Computational Linguistics (ACL). 2018. Accepted (oral presentation).
- Yue Gu, Shuhong Chen, Ivan Marsic. "Deep Multimodal Learning for Emotion Recognition in Spoken Language." IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). April, 2018. Accepted.
2017
- Yue Gu, Xinyu Li, Shuhong Chen, Hunagcan Li, Richard A Farneth, Ivan Marsic and Randall S Burd. "Language-Based Process Phase Detection in the Trauma Resuscitation." 2017 IEEE International Conference on Healthcare Informatics (ICHI). 2017 Aug 23 (pp. 239-247). IEEE (oral presentation).
- Yue Gu, Xinyu Li, Shuhong Chen, Jianyu Zhang and Ivan Marsic. "Speech Intention Classification with Multimodal Deep Learning." Canadian Conference on Artificial Intelligence (Canadian AI). 2017 May 16 (pp. 260-271). Springer, Cham (oral presentation).
- Xinyu Li, Yanyi Zhang, Jianyu Zhang, Moliang Zhou, Shuhong Chen, Yue Gu, Yueyang Chen, Ivan Marsic, Richard A Farneth and Randall S Burd. "Process Progress Estimation and Phase Detection for Sequential Processes." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (ubicomp). 2017 Sep 11;1(3):73.
- Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Yue Gu, Richard A Farneth, Ivan Marsic and Randall S Burd. "3D activity localization with multiple sensors." Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN). 2017 Apr 18 (pp. 297-298). ACM.