SLP-P16: Architectures for Emotion and Sentiment Analysis |
| Session Type: Poster |
| Time: Thursday, May 16, 15:30 - 17:30 |
| Location: Poster Area B, Ground Floor |
| Session Chair: Panayiotis Georgiou, University of Southern California |
| SLP-P16.1: DILATED RESIDUAL NETWORK WITH MULTI-HEAD SELF-ATTENTION FOR SPEECH EMOTION RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Runnan Li; Tsinghua University |
| Zhiyong Wu; Tsinghua University |
| Jia Jia; Tsinghua University |
| Sheng Zhao; Microsoft |
| Helen Meng; The Chinese University of Hong Kong |
| SLP-P16.2: CONTEXT MODELLING USING HIERARCHICAL ATTENTION NETWORKS FOR SENTIMENT AND SELF-ASSESSED EMOTION DETECTION IN SPOKEN NARRATIVES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Lukas Stappen; University of Augsburg |
| Nicholas Cummins; University of Augsburg |
| Eva-Maria Meßner; University of Ulm |
| Harald Baumeister; University of Ulm |
| Judith Dineley; University of Augsburg |
| Björn Schuller; University of Augsburg |
| SLP-P16.3: AN INTERACTION-AWARE ATTENTION NETWORK FOR SPEECH EMOTION RECOGNITION IN SPOKEN DIALOGS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sung-Lin Yeh; National Tsing Hua University |
| Yun-Shao Lin; National Tsing Hua University |
| Chi-Chun Lee; National Tsing Hua University |
| SLP-P16.4: COMPACT CONVOLUTIONAL RECURRENT NEURAL NETWORKS VIA BINARIZATION FOR SPEECH EMOTION RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Huan Zhao; Hunan University |
| Yufeng Xiao; Hunan University |
| Jing Han; University of Augsburg |
| Zixing Zhang; Imperial College London |
| SLP-P16.5: SPEECH EMOTION RECOGNITION USING CAPSULE NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Xixin Wu; The Chinese University of Hong Kong |
| Songxiang Liu; The Chinese University of Hong Kong |
| Yuewen Cao; The Chinese University of Hong Kong |
| Xu Li; The Chinese University of Hong Kong |
| Jianwei Yu; The Chinese University of Hong Kong |
| Dongyang Dai; Tsinghua University |
| Xi Ma; Tsinghua University |
| Shoukang Hu; The Chinese University of Hong Kong |
| Zhiyong Wu; Tsinghua University |
| Xunying Liu; The Chinese University of Hong Kong |
| Helen Meng; The Chinese University of Hong Kong |
| SLP-P16.6: HIERARCHICAL TWO-LEVEL MODELLING OF EMOTIONAL STATES IN SPOKEN DIALOG SYSTEMS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Oxana Verkholyak; St. Petersburg Institute for Informatics and Automation of Russian Academy of Sciences |
| Dmitrii Fedotov; Ulm University |
| Heysem Kaya; Namik Kemal University |
| Yang Zhang; Huawei |
| Alexey Karpov; St. Petersburg Institute for Informatics and Automation of Russian Academy of Sciences |
| SLP-P16.7: ATTENTION-AUGMENTED END-TO-END MULTI-TASK LEARNING FOR EMOTION PREDICTION FROM SPEECH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zixing Zhang; Imperial College London |
| Bingwen Wu; Imperial College London |
| Björn Schuller; Imperial College London |
| SLP-P16.8: EFFICIENT ARABIC EMOTION RECOGNITION USING DEEP NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yasser Hifny; University of Helwan |
| Ahmed Ali; Qatar Computing Research Institute |
| SLP-P16.9: REVISITING HIDDEN MARKOV MODELS FOR SPEECH EMOTION RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shuiyang Mao; The Chinese University of Hong Kong |
| Dehua Tao; The Chinese University of Hong Kong |
| Guangyan Zhang; The Chinese University of Hong Kong |
| Pak-Chung Ching; The Chinese University of Hong Kong |
| Tan Lee; The Chinese University of Hong Kong |
| SLP-P16.10: DNN-BASED EMOTION RECOGNITION BASED ON BOTTLENECK ACOUSTIC FEATURES AND LEXICAL FEATURES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Eesung Kim; Gwangju Institute of Science and Technology |
| Jong Won Shin; Gwangju Institute of Science and Technology |
| SLP-P16.11: CO-ATTENTION NETWORK AND LOW-RANK BILINEAR POOLING FOR ASPECT BASED SENTIMENT ANALYSIS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Peiran Zhang; Alibaba Group |
| Hongbo Zhu; Alibaba Group |
| Tao Xiong; Alibaba Group |
| Yihui Yang; Alibaba Group |