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-43: Deep Learning for Speech and Language Processing
Thu, 12 May, 21:00 - 21:45 China Time (UTC +8)
Thu, 12 May, 13:00 - 13:45 UTC
Location: Gather Area F
Session Chair: Isabel Trancoso, Instituto Superior Técnico
Track: Machine Learning for Signal Processing

MLSP-43.1: INTEGER-ONLY ZERO-SHOT QUANTIZATION FOR EFFICIENT SPEECH RECOGNITION
Sehoon Kim, Amir Gholami, Zhewei Yao, Nicholas Lee, Patrick Wang, Aniruddha Nrusimha, Bohan Zhai, Tianren Gao, Michael Mahoney, Kurt Keutzer, University of California, Berkeley, United States of America

MLSP-43.2: ONE-CLASS LEARNING TOWARDS SYNTHETIC VOICE SPOOFING DETECTION
You Zhang, Fei Jiang, Zhiyao Duan, University of Rochester, United States of America

MLSP-43.3: nnSpeech: Speaker-Guided Conditional Variational Autoencoder for Zero-shot Multi-speaker Text-to-Speech
Botao Zhao, Fudan University, China; Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao, Ping An Technology (Shenzhen) Co., Ltd., China

MLSP-43.4: NOISE-ROBUST SPEECH RECOGNITION WITH 10 MINUTES UNPARALLELED IN-DOMAIN DATA
Chen Chen, Nana Hou, Yuchen Hu, Eng Siong Chng, Nanyang Technological University, Singapore; Shashank Shirol, Manipal Institute of Technology, India

MLSP-43.5: ENHANCING CLASS UNDERSTANDING VIA PROMPT-TUNING FOR ZERO-SHOT TEXT CLASSIFICATION
Yuhao Dan, Qin Chen, Liang He, East China Normal University, China; Jie Zhou, Fudan Univerisity, China; Qingchun Bai, Shanghai Open University, China

MLSP-43.6: FilterAugment: An Acoustic Environmental Data Augmentation Method
Hyeonuk Nam, Seong-Hu Kim, Yong-Hwa Park, KAIST, Korea, Republic of