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-4: Language Modeling
Sun, 8 May, 20:00 - 20:45 China Time (UTC +8)
Sun, 8 May, 12:00 - 12:45 UTC
Location: Gather Area E
Session Chair: Ian Lane, CMU
Track: Speech and Language Processing

SPE-4.1: CAPITALIZATION NORMALIZATION FOR LANGUAGE MODELING WITH AN ACCURATE AND EFFICIENT HIERARCHICAL RNN MODEL
Hao Zhang, You-Chi Cheng, Shankar Kumar, W. Ronny Huang, Mingqing Chen, Rajiv Mathews, Google, United States of America

SPE-4.2: ENHANCE RNNLMS WITH HIERARCHICAL MULTI-TASK LEARNING FOR ASR
Minguang Song, Yunxin Zhao, University of Missouri-Columbia, United States of America

SPE-4.3: NEURAL-FST CLASS LANGUAGE MODEL FOR END-TO-END SPEECH RECOGNITION
Antoine Bruguier, Duc Le, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Mike Seltzer, Facebook, United States of America; Rohit Prabhavalkar, Google, United States of America

SPE-4.4: LATTICEBART: LATTICE-TO-LATTICE PRE-TRAINING FOR SPEECH RECOGNITION
Lingfeng Dai, Lu Chen, Zhikai Zhou, Kai Yu, Shanghai Jiao Tong University, China

SPE-4.5: RESCOREBERT: DISCRIMINATIVE SPEECH RECOGNITION RESCORING WITH BERT
Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko, Amazon Alexa AI, United States of America

SPE-4.6: Hybrid sub-word segmentation for handling long tail in morphologically rich low resource languages
Sreeja Manghat, Sreeram Manghat, IEEE Graduate Member, India; Tanja Schultz, Cognitive Systems Lab, University Bremen, Germany, Germany