67 citations · 246 across the 39 of their papers we have counts for
4 papers · 1 filter
End-to-End Monaural Multi-speaker ASR System without Pretraining
Xuankai Chang, Yanmin Qian, Kai Yu +1
Recently, end-to-end models have become a popular approach as an alternative to traditional hybrid models in automatic speech recognition (ASR). The multi-speaker speech separation…
Sequence Discriminative Training for Deep Learning based Acoustic Keyword Spotting
Zhehuai Chen, Yanmin Qian, Kai Yu
Speech recognition is a sequence prediction problem. Besides employing various deep learning approaches for framelevel classification, sequence-level discriminative training has be…
Deep Extractor Network for Target Speaker Recovery From Single Channel Speech Mixtures
Jun Wang, Jie Chen, Dan Su +4
Speaker-aware source separation methods are promising workarounds for major difficulties such as arbitrary source permutation and unknown number of sources. However, it remains cha…
Deep Discriminant Analysis for i-vector Based Robust Speaker Recognition
Shuai Wang, Zili Huang, Yanmin Qian +1
Linear Discriminant Analysis (LDA) has been used as a standard post-processing procedure in many state-of-the-art speaker recognition tasks. Through maximizing the inter-speaker di…