DocumentCode
118576
Title
An overview of robustness related issues in speaker recognition
Author
Zheng, Thomas Fang ; Qin Jin ; Lantian Li ; Jun Wang ; Fanhu Bie
Author_Institution
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
fYear
2014
fDate
9-12 Dec. 2014
Firstpage
1
Lastpage
10
Abstract
Speaker recognition technologies have been improved rapidly in recent years. However, critical robustness issues need to be addressed when they are applied in practical situations. This paper provides an overview of technologies dealing with robustness related issues in automatic speaker recognition. We first categorize the robustness issues into three categories, including environment-related, speaker-related and application-oriented issues. For each category, we then describe the current hot topics, existing technologies, and potential research focuses in the future.
Keywords
speaker recognition; application-oriented issue; automatic speaker recognition technology; environment-related issue; robustness related issue; speaker-related issue; Data models; Hidden Markov models; Robustness; Speaker recognition; Speech; Speech recognition; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
Conference_Location
Siem Reap
Type
conf
DOI
10.1109/APSIPA.2014.7041826
Filename
7041826
Link To Document