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
MLSP-53: Multimodal Analysis in Audio Applications
Fri, 13 May, 22:00 - 22:45 China Time (UTC +8)
Fri, 13 May, 14:00 - 14:45 UTC
Location: Gather Area H
Session Chair: Sharon Gannot, Bar-Ilan University
Track: Machine Learning for Signal Processing

MLSP-53.1: WAV2CLIP: LEARNING ROBUST AUDIO REPRESENTATIONS FROM CLIP
Ho-Hsiang Wu, Juan Bello, New York University, United States of America; Prem Seetharaman, Kundan Kumar, Descript, United States of America

MLSP-53.2: ASD-TRANSFORMER: EFFICIENT ACTIVE SPEAKER DETECTION USING SELF AND MULTIMODAL TRANSFORMERS
Gourav Datta, University of Southern California, United States of America; Tyler Etchart, Vivek Yadav, Varsha Hedau, Pradeep Natarajan, Shih-Fu Chang, Amazon, United States of America

MLSP-53.3: MMLATCH: BOTTOM-UP TOP-DOWN FUSION FOR MULTIMODAL SENTIMENT ANALYSIS
Georgios Paraskevopoulos, Efthymios Georgiou, Alexandros Potamianos, National Technical University of Athens, Greece

MLSP-53.4: MULTI-CHANNEL ATTENTIVE GRAPH CONVOLUTIONAL NETWORK WITH SENTIMENT FUSION FOR MULTIMODAL SENTIMENT ANALYSIS
Luwei Xiao, Xingjiao Wu, Wen Wu, Jing Yang, Liang He, East China Normal University, China

MLSP-53.5: Learning Music Sequence Representation from Text Supervision
Tianyu Chen, Shuai Zhang, Haoyi Zhou, Jianxin Li, Beihang University, China; Yuan Xie, The Institute of Acoustics of the Chinese Academy of Sciences, China; Shaohan Huang, Microsoft, China

MLSP-53.6: ENHANCING AFFECTIVE REPRESENTATIONS OF MUSIC-INDUCED EEG THROUGH MULTIMODAL SUPERVISION AND LATENT DOMAIN ADAPTATION
Kleanthis Avramidis, University of Southern California, United States of America; Christos Garoufis, Athanasia Zlatintsi, Petros Maragos, National Technical University of Athens, Greece