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-76: Resource Constrained Speech Modeling
Thu, 12 May, 23:00 - 23:45 China Time (UTC +8)
Thu, 12 May, 15:00 - 15:45 UTC
Location: Gather Area C
Session Chair: Shi-Xiong Zhang, Tencent
Track: Speech and Language Processing

SPE-76.1: END-TO-END LOW RESOURCE KEYWORD SPOTTING THROUGH CHARACTER RECOGNITION AND BEAM-SEARCH RE-SCORING
Ephrem Tibebe Mekonnen, University of Trento, Italy; Alessio Brutti, Daniele Falavigna, Fondazione Bruno Kessler, Italy

SPE-76.2: CURRICULUM OPTIMIZATION FOR LOW-RESOURCE SPEECH RECOGNITION
Anastasia Kuznetsova, Francis Tyers, Indiana University Bloomington, United States of America; Anurag Kumar, Jennifer Drexler Fox, Rev.com, United States of America

SPE-76.3: EXPLORING EFFECTIVE DATA UTILIZATION FOR LOW-RESOURCE SPEECH RECOGNITION
Zhikai Zhou, Wei Wang, Wangyou Zhang, Yanmin Qian, Shanghai Jiao Tong University, China

SPE-76.4: OMNI-SPARSITY DNN: FAST SPARSITY OPTIMIZATION FOR ON-DEVICE STREAMING E2E ASR VIA SUPERNET
Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra, Facebook, United States of America

SPE-76.5: ANALYZING THE ROBUSTNESS OF UNSUPERVISED SPEECH RECOGNITION
Guan-Ting Lin, Chan-Jan Hsu, Da-Rong Liu, Hung-Yi Lee, National Taiwan University, Taiwan; Yu Tsao, Academia Sinica, Taiwan

SPE-76.6: INTERPRETING INTERMEDIATE CONVOLUTIONAL LAYERS IN UNSUPERVISED ACOUSTIC WORD CLASSIFICATION
Gašper Beguš, Alan Zhou, University of California, Berkeley, United States of America