3 papers
eess.AS2022
Boosting Tail Neural Network for Realtime Custom Keyword Spotting
Sihao Xue, Qianyao Shen, Guoqing Li
In this paper, we propose a Boosting Tail Neural Network (BTNN) for improving the performance of Realtime Custom Keyword Spotting (RCKS) that is still an industrial challenge for d…
cs.CL2018
Hierarchical Neural Network Architecture In Keyword Spotting
Yixiao Qu, Sihao Xue, Zhenyi Ying +2
Keyword Spotting (KWS) provides the start signal of ASR problem, and thus it is essential to ensure a high recall rate. However, its real-time property requires low computation com…
cs.LG2018
Weight-importance sparse training in keyword spotting
Sihao Xue, Zhenyi Ying, Fan Mo +2
Large size models are implemented in recently ASR system to deal with complex speech recognition problems. The num- ber of parameters in these models makes them hard to deploy, esp…