Efficient online and offline template update mechanisms for speaker recognition

• Published in: Computers & electrical engineering Vol. 50; pp. 10 - 25
• Main Authors: S.M., Anzar, K., Amala, Rajendran, Remya, Mohan, Ashwin, P.S., Ajeesh, K., Mohammed Sabeeh, Aziz, Febin
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.02.2016
• Subjects: Classification; Gaussian; GMM super model; Mel frequency Cepstral coefficient; MFCC super template; Offline update; Online; Online update; Speech recognition; Strategy; Template update; Vector quantization; Voice recognition; MFCC super template; Offline update; Online update; GMM super model; Template update; Mel frequency Cepstral coefficient

•Created a new database for speaker template updating.•MFCC super template for speaker recognition is proposed.•Proposed an online and offline MFCC feature and GMM based model update.•Secondary template for speaker template (model) update is also suggested. [Display omitted] Sample variations are on...