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-6: Self-supervised Learning for Speech and Audio Processing II
Sun, 8 May, 21:00 - 21:45 China Time (UTC +8)
Sun, 8 May, 13:00 - 13:45 UTC
Location: Gather Area H
Session Chair: Hung-yi Lee, National Taiwan University
Track: Machine Learning for Signal Processing

MLSP-6.1: SELF-SUPERVISED ACOUSTIC ANOMALY DETECTION VIA CONTRASTIVE LEARNING
Hadi Hojjati, Narges Armanfard, McGill University, Canada

MLSP-6.2: DON'T SPEAK TOO FAST: THE IMPACT OF DATA BIAS ON SELF-SUPERVISED SPEECH MODELS
Yen Meng, Yi-Hui Chou, Andy T. Liu, Hung-yi Lee, National Taiwan University, Taiwan

MLSP-6.3: SELF-SUPERVISED LEARNING METHOD USING MULTIPLE SAMPLING STRATEGIES FOR GENERAL-PURPOSE AUDIO REPRESENTATION
Ibuki Kuroyanagi, Nagoya University, Japan; Tatsuya Komatsu, LINE Corporation, Japan

MLSP-6.4: Self supervised representation learning with deep clustering for acoustic unit discovery from raw speech
Varun Krishna, Sriram Ganapathy, LEAP lab, Indian Institute of Science, Bangalore, India., India

MLSP-6.5: T-NGA: TEMPORAL NETWORK GRAFTING ALGORITHM FOR LEARNING TO PROCESS SPIKING AUDIO SENSOR EVENTS
Shu Wang, Yuhuang Hu, Shih-Chii Liu, Institute of Neuroinformatics, University of Zürich and ETH Zürich, Switzerland

MLSP-6.6: CONTRASTIVE KNOWLEDGE GRAPH ATTENTION NETWORK FOR REQUEST-BASED RECIPE RECOMMENDATION
Xiyao Ma, Zheng Gao, Qian Hu, Mohamed AbdelHady, Amazon Alexa AI, United States of America