IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
SPE-15.3

SPEECH EMOTION RECOGNITION WITH GLOBAL-AWARE FUSION ON MULTI-SCALE FEATURE REPRESENTATION

Wenjing Zhu, Xiang Li, DXM Financial, China

Session:
Emotion Recognition: Representation Learning

Track:
Speech and Language Processing

Location:
Gather Area D

Presentation Time:
Sun, 8 May, 23:00 - 23:45 China Time (UTC +8)
Sun, 8 May, 15:00 - 15:45 UTC

Session Chair:
Jianhua Tao, Institute of Automation Chinese Academy of Sciences
Presentation
Discussion
Resources
Session SPE-15
SPE-15.1: DOMAIN-INVARIANT FEATURE LEARNING FOR CROSS CORPUS SPEECH EMOTION RECOGNITION
Yuan Gao, Longbiao Wang, Jiaxing Liu, Jianwu Dang, Tianjin University, China; Shogo Okada, Japan Advanced Institute of Science and Technology, Japan
SPE-15.2: MULTI-STAGE GRAPH REPRESENTATION LEARNING FOR DIALOGUE-LEVEL SPEECH EMOTION RECOGNITION
Yaodong Song, Jiaxing Liu, Longbiao Wang, Ruiguo Yu, Tianjin University, China; Jianwu Dang, Japan Advanced Institute of Science and Technology, Japan
SPE-15.3: SPEECH EMOTION RECOGNITION WITH GLOBAL-AWARE FUSION ON MULTI-SCALE FEATURE REPRESENTATION
Wenjing Zhu, Xiang Li, DXM Financial, China
SPE-15.4: REPRESENTATION LEARNING THROUGH CROSS-MODAL CONDITIONAL TEACHER-STUDENT TRAINING FOR SPEECH EMOTION RECOGNITION
Sundararajan Srinivasan, Zhaocheng Huang, Katrin Kirchhoff, Amazon.com, United States of America
SPE-15.5: NOT ALL FEATURES ARE EQUAL: SELECTION OF ROBUST FEATURES FOR SPEECH EMOTION RECOGNITION IN NOISY ENVIRONMENTS
Seong-Gyun Leem, Carlos Busso, The University of Texas at Dallas, United States of America; Daniel Fulford, Boston University, United States of America; Jukka-Pekka Onnela, Harvard University, United States of America; David Gard, San Francisco State University, United States of America
SPE-15.6: TOWARDS TRANSFERABLE SPEECH EMOTION REPRESENTATION: ON LOSS FUNCTIONS FOR CROSS-LINGUAL LATENT REPRESENTATIONS
Sneha Das, Line H. Clemmensen, Technical University of Denmark, Denmark; Nicole Nadine Lønfeldt, Copenhagen University Hospital, Capital Region, Denmark; Anne Katrine Pagsberg, Copenhagen University Hospital and Copenhagen University, Denmark