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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

Rahul Gupta; Amazon

HLT-P4.2: CAN WE PREDICT SELF-REPORTED CUSTOMER SATISFACTION FROM INTERACTIONS?

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

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

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

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

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

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

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

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

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

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

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