2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
SPE-24: Speech Emotion 2: Neural Networks for Speech Emotion Recognition |
| Session Type: Poster |
| Time: Wednesday, 9 June, 15:30 - 16:15 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Carlos Busso, The University of Texas at Dallas |
| SPE-24.1: A NOVEL END-TO-END SPEECH EMOTION RECOGNITION NETWORK WITH STACKED TRANSFORMER LAYERS |
| Xianfeng Wang; Artificial Intelligence Application Research Center, Huawei Technologies |
| Min Wang; Artificial Intelligence Application Research Center, Huawei Technologies |
| Wenbo Qi; Artificial Intelligence Application Research Center, Huawei Technologies |
| Wanqi Su; Artificial Intelligence Application Research Center, Huawei Technologies |
| Xiangqian Wang; Artificial Intelligence Application Research Center, Huawei Technologies |
| Huan Zhou; Artificial Intelligence Application Research Center, Huawei Technologies |
| SPE-24.2: A NOVEL ATTENTION-BASED GATED RECURRENT UNIT AND ITS EFFICACY IN SPEECH EMOTION RECOGNITION |
| Srividya Tirunellai Rajamani; University of Augsburg |
| Kumar T. Rajamani; University of Lübeck |
| Adria Mallol-Ragolta; University of Augsburg |
| Shuo Liu; University of Augsburg |
| Björn Schuller; University of Augsburg |
| SPE-24.3: MAEC: MULTI-INSTANCE LEARNING WITH AN ADVERSARIAL AUTO-ENCODER-BASED CLASSIFIER FOR SPEECH EMOTION RECOGNITION |
| Changzeng Fu; Osaka University |
| Chaoran Liu; Advanced Telecommunications Research Institute International |
| Carlos Toshinori Ishi; Advanced Telecommunications Research Institute International |
| Hiroshi Ishiguro; Osaka University |
| SPE-24.4: REPRESENTATION LEARNING WITH SPECTRO-TEMPORAL-CHANNEL ATTENTION FOR SPEECH EMOTION RECOGNITION |
| Lili Guo; Tianjin University |
| Longbiao Wang; Tianjin University |
| Chenglin Xu; National University of Singapore |
| Jianwu Dang; Tianjin University |
| Eng Siong Chng; Nanyang Technological University |
| Haizhou Li; National University of Singapore |
| SPE-24.5: SPEECH EMOTION RECOGNITION USING QUATERNION CONVOLUTIONAL NEURAL NETWORKS |
| Aneesh Muppidi; Stony Brook University |
| Martin Radfar; Stony Brook University |
| SPE-24.6: DOMAIN-ADVERSARIAL AUTOENCODER WITH ATTENTION BASED FEATURE LEVEL FUSION FOR SPEECH EMOTION RECOGNITION |
| Yuan Gao; Tianjin University |
| Jiaxing Liu; Tianjin University |
| Longbiao Wang; Tianjin University |
| Jianwu Dang; Japan Advanced Institute of Science and Technology |