SLP-L16.2

ON-DEVICE CONSTRAINED SELF-SUPERVISED LEARNING FOR KEYWORD SPOTTING VIA QUANTIZATION AWARE PRE-TRAINING AND FINE-TUNING

Gene-Ping Yang, University of Edinburgh, United Kingdom of Great Britain and Northern Ireland; Yue Gu, Sashank Macha, Qingming Tang, Amazon, United States of America; Yuzong Liu, Zoom, United States of America

Session:
SLP-L16: Key Word Spotting Lecture

Track:
Speech and Language Processing

Location:
Room 205A

Presentation Time:
Wed, 17 Apr, 16:50 - 17:10 (UTC +9)

Session Co-Chairs:
Chao Zhang, Tsinghua University and Huy Phan, Amazon
View Manuscript
Presentation
Discussion
Resources
Session SLP-L16
SLP-L16.1: TEMPORAL CONVOLUTION SHRINKAGE NETWORK FOR KEYWORD SPOTTING
Hai Zhu, Changhong AI Research (CHAIR), Sichuan Changhong Electronics Holding Group Co., Ltd., China; Xin Wang, Changhong AI Research (CHAIR), Sichuan Changhong Electronics Holding Group Co., Ltd.; Southwest Petroleum University, China; Kun Wang, Huayi Zhan, Changhong AI Research (CHAIR), Sichuan Changhong Electronics Holding Group Co., Ltd., China
SLP-L16.2: ON-DEVICE CONSTRAINED SELF-SUPERVISED LEARNING FOR KEYWORD SPOTTING VIA QUANTIZATION AWARE PRE-TRAINING AND FINE-TUNING
Gene-Ping Yang, University of Edinburgh, United Kingdom of Great Britain and Northern Ireland; Yue Gu, Sashank Macha, Qingming Tang, Amazon, United States of America; Yuzong Liu, Zoom, United States of America
SLP-L16.3: TDT-KWS: FAST AND ACCURATE KEYWORD SPOTTING USING TOKEN-AND-DURATION TRANSDUCER
Yu Xi, Shanghai Jiao Tong University, China; Hao Li, AISpeech Ltd, China; Baochen Yang, Haoyu Li, Shanghai Jiao Tong University, China; Hainan Xu, NVIDIA, United States of America; Kai Yu, Shanghai Jiao Tong University, China
SLP-L16.4: PHASE CONTINUITY-AWARE SELF-ATTENTIVE RECURRENT NETWORK WITH ADAPTIVE FEATURE SELECTION FOR ROBUST VAD
Minjie Tang, Hao Huang, Wenbo Zhang, Liang He, Xinjiang University, China
SLP-L16.5: Open-vocabulary Keyword-spotting with Adaptive Instance Normalization
Aviv Navon, Aviv Shamsian, Neta Glazer, Gill Hetz, Joseph Keshet, aiOla Research, Israel
SLP-L16.6: CONTRASTIVE LEARNING WITH AUDIO DISCRIMINATION FOR CUSTOMIZABLE KEYWORD SPOTTING IN CONTINUOUS SPEECH
Yu Xi, Baochen Yang, Haoyu Li, Shanghai Jiao Tong University, China; Hao Li, Jiaqi Guo, AISpeech Ltd, China; Kai Yu, Shanghai Jiao Tong University, China
Contacts