HLT-P4: Training regimes for Emotion and Sentiment Analysis |
| Session Type: Poster |
| Time: Wednesday, May 15, 16:00 - 18:00 |
| Location: Poster Area C, Ground Floor |
| Session Chair: Yang Liu, LAIX Inc. |
| HLT-P4.1: DATA AUGMENTATION FOR LOW RESOURCE SENTIMENT ANALYSIS USING GENERATIVE ADVERSARIAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Rahul Gupta; Amazon |
| HLT-P4.2: CAN WE PREDICT SELF-REPORTED CUSTOMER SATISFACTION FROM INTERACTIONS? |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jeremy Auguste; Aix Marseille Université |
| Delphine Charlet; Orange Labs |
| Géraldine Damnati; Orange Labs |
| Frederic Bechet; Aix Marseille Université |
| Benoit Favre; Aix Marseille Université |
| HLT-P4.3: IMPROVING SPEECH EMOTION RECOGNITION WITH UNSUPERVISED REPRESENTATION LEARNING ON UNLABELED SPEECH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Michael Neumann; University of Stuttgart |
| Ngoc Thang Vu; University of Stuttgart |
| HLT-P4.4: ADVERSARIALLY-ENRICHED ACOUSTIC CODE VECTOR LEARNED FROM OUT-OF-CONTEXT AFFECTIVE CORPUS FOR ROBUST EMOTION RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Chun-Min Chang; National Tsing Hua University |
| Chi-Chun Lee; National Tsing Hua University |
| HLT-P4.5: RETRIEVING SPEECH SAMPLES WITH SIMILAR EMOTIONAL CONTENT USING A TRIPLET LOSS FUNCTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| John Harvill; The University of Texas at Dallas |
| Mohammed AbdelWahab; The University of Texas at Dallas |
| Reza Lotfian; The University of Texas at Dallas |
| Carlos Busso; The University of Texas at Dallas |
| HLT-P4.6: LEARNING DISCRIMINATIVE FEATURES FROM SPECTROGRAMS USING CENTER LOSS FOR SPEECH EMOTION RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Dongyang Dai; Tsinghua University |
| Zhiyong Wu; Tsinghua University |
| Runnan Li; Tsinghua University |
| Xixin Wu; The Chinese University of Hong Kong |
| Jia Jia; Tsinghua University |
| Helen Meng; The Chinese University of Hong Kong |
| HLT-P4.7: IMPROVING EMOTION CLASSIFICATION THROUGH VARIATIONAL INFERENCE OF LATENT VARIABLES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Srinivas Parthasarathy; University of Texas at Dallas |
| Viktor Rozgic; Amazon Alexa |
| Ming Sun; Amazon Alexa |
| Chao Wang; Amazon Alexa |
| HLT-P4.8: MUSE-ING ON THE IMPACT OF UTTERANCE ORDERING ON CROWDSOURCED EMOTION ANNOTATIONS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mimansa Jaiswal; University of Michigan - Ann Arbor |
| Zakaria Aldeneh; University of Michigan - Ann Arbor |
| Cristian-Paul Bara; University of Michigan - Ann Arbor |
| Yuanhang Luo; University of Michigan - Ann Arbor |
| Mihai Burzo; University of Michigan - Flint |
| Rada Mihalcea; University of Michigan - Ann Arbor |
| Emily Mower Provost; University of Michigan - Ann Arbor |
| HLT-P4.9: NN-BASED ORDINAL REGRESSION FOR ASSESSING FLUENCY OF ESL SPEECH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shaoguang Mao; Tsinghua University |
| Zhiyong Wu; Tsinghua University |
| Jingshuai Jiang; Microsoft |
| Peiyun Liu; Microsoft |
| Frank K. Soong; Microsoft |
| HLT-P4.10: SELL-CORPUS: AN OPEN SOURCE MULTIPLE ACCENTED CHINESE-ENGLISH SPEECH CORPUS FOR L2 ENGLISH LEARNING ASSESSMENT |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yu Chen; East China Normal University |
| Jun Hu; East China Normal University |
| Xinyu Zhang; East China Normal University |
| HLT-P4.11: L2 LEARNERS’ EMOTION PRODUCTION IN VIDEO DUBBING PRACTICES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Lei Chen; Liulishuo |
| Cheng Chang; Liulishuo |
| Cheng Zhang; Liulishuo |
| Huan Luan; Liulishuo |
| Jiawen Luo; Liulishuo |
| Ge Guo; Liulishuo |
| Xiaofei Yang; Liulishuo |
| Yang Liu; Liulishuo |
| HLT-P4.12: AUTOMATIC ASSESSMENT OF SPOKEN LANGUAGE PROFICIENCY OF NON-NATIVE CHILDREN |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Roberto Gretter; Fondazione Bruno Kessler |
| Marco Matassoni; Fondazione Bruno Kessler |
| Katharina Allgaier; Fondazione Bruno Kessler |
| Svetlana Tchistiakova; Fondazione Bruno Kessler |
| Daniele Falavigna; Fondazione Bruno Kessler |