NDLI: GMM and ARVM cooperation and competition for text-independent speaker recognition on telephone speech

Content Provider	IEEE Xplore Digital Library
Author	Le Floch, J.-L. Montacie, C. Caratay, M.-J.
Copyright Year	1996
Description	Author affiliation: Paris VI Univ., France (Le Floch, J.-L.)
Abstract	In order to improve the performances of speaker recognition on telephone speech, the authors investigate the ability to cooperate of two different modelling approaches: the GMM and the ARVM. For the cooperation and competition of the GMM and ARVM modelization, they used normalized measures. They develop two approaches for these cooperation and competition: a global approach and an analytical approach. They investigate experiments on whole sentences or selected phonetic segments. These approaches allow one to obtain performances improvements for both cooperation and competition, and good results on 168 speakers of the NTIMIT database (GMM: 61.7%, ARVM: 78.1%, cooperation: 79.9% and competition: 82.6%).
Starting Page	2411
Ending Page	2414
File Size	371968
Page Count	4
File Format	PDF
ISBN	0780335554
DOI	10.1109/ICSLP.1996.607295
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1996-10-03
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Databases Cepstral analysis Telephony Signal processing White noise Speech Robustness Speaker recognition Covariance matrix Testing
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

GMM and ARVM cooperation and competition for text-independent speaker recognition on telephone speech