作者
Kuruvachan K George, Rohan Kumar Das, Sarfaraz Jelil, K Arun Das, C Santhosh Kumar, SR Mahadeva Prasanna, Ashish Panda
发表日期
2016/11/22
研讨会论文
2016 IEEE Region 10 Conference (TENCON)
页码范围
2842-2846
出版商
IEEE
简介
In this work, the details of AMRITA-TCS and IITGUWAHATI speaker recognition systems submitted to the Speakers in the Wild (SITW) speaker recognition challenge are presented. The AMRITA-TCS system is a fusion of i-vector with a backend probabilistic linear discriminant analysis (i-PLDA) system and a cosine distance features (CDF) with backend support vector machine classifier (CDF-SVM) system, developed using the short term cepstral features, mel frequency cepstral coefficients (MFCC) and power normalized cepstral coefficients (PNCC), respectively. The IITGUWAHATI system is an i-PLDA system using MFCC with a vowel like region (VLR) based feature selection (i-PLDA-VLR). The experimental results reported in this work are based on the core-core condition of the challenge. Finally, a fusion of AMRITA-TCS and IITGUWAHATI speaker recognition systems is carried out that enhances the performance …
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KK George, RK Das, S Jelil, KA Das, CS Kumar… - 2016 IEEE Region 10 Conference (TENCON), 2016