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Conference Paper

GMM-Based Efficient Language Identification

Authors: Umit Yapanel, J Keith McElveen

AES Conference: 46th International Conference: Audio Forensics · Paper 6-2 · June 2012

Abstract

This paper describes a novel language and dialect identification system that is applicable to audio forensics. The novel algorithm employs a Gaussian mixture model (GMM) for statistical classification. As the front-end, perceptual MVDR (PMVDR) with unsupe

Details

Published in
AES Conference: 46th International Conference: Audio Forensics
Paper number
6-2
Publication date
June 6, 2012
Session subject
Miscellaneous Techniques
Affiliation
Wave Sciences Corporation, North Charleston, SC, USA; Yapanel Speech Technologies, Sunnyvale, CA, USA (See document for exact affiliation information.)
Type
Conference Paper