Evaluation of kernel methods for speaker verification and identification (original) (raw)

Support vector machines for speaker verification and identification

Vincent Wan

2000

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A Comparative Study on Kernel-Based Probabilistic Neural Networks for Speaker Verification

Sun-yuan Kung

International Journal of Neural Systems, 2002

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Speaker verification using sequence discriminant support vector machines

Vincent Wan

IEEE Transactions on Speech and Audio Processing, 2005

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Discrete Expected Likelihood Kernel for SVM-Based Speaker Verification

Tomi Kinnunen

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Optimized Discriminative Kernel for SVM Scoring and its Application to Speaker Verification

Austin S.-X. ZHANG

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Using Kernel Discriminant Analysis to Improve the Characterization of the Alternative Hypothesis for Speaker Verification

Hsin-min Wang

IEEE Transactions on Audio, Speech, and Language Processing, 2000

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Optimization of discriminative kernels in SVM speaker verification

Austin S.-X. ZHANG

2009

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Support vector GMMs for speaker verification

Gérard Chollet

Speaker and Language Recognition …, 2006

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Using LR-based discriminant kernel methods with applications to speaker verification

Yi-Hsiang Chao

Speech Communication, 2014

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Characterizing speech utterances for speaker verification with sequence kernel SVM

Kong Aik Lee

2008

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Kernel-Based Probabilistic Neural Networks with Integrated Scoring Normalization for Speaker Verification

Man-wai Mak

Advances in Multimedia Information Processing — PCM 2002, 2002

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A Kernel-based Discrimination Framework for Solving Hypothesis Testing Problems with Application to Speaker Verification

Hsin-min Wang

18th International Conference on Pattern Recognition (ICPR'06), 2006

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Text-independent speaker verification using support vector machines

Gérard Chollet

2001: A Speaker …, 2001

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A Novel Alternative Hypothesis Characterization Using Kernel Classifiers for LLR-Based Speaker Verification

Hsin-min Wang

Lecture Notes in Computer Science, 2006

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A GMM-based Probabilistic Sequence Kernel for Speaker Verification

Tomi Kinnunen

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Speaker Identification and Verification Using Support Vector Machines and Sparse Kernel Logistic Regression

Andreas Wendemuth

Lecture Notes in Computer Science, 2006

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Speaker verification with a priori threshold determination using kernel-based probabilistic neural networks

Man-wai Mak

2002

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A symmetric kernel partial least squares framework for speaker verification

Yuancheng Luo

2013

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Performance of Speaker Recognition System Using Kernel Functions Approach for Different Noise Levels

utpal bhattacharjee

Lecture Notes in Electrical Engineering, 2020

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Regression Optimized Kernel for High-Level Speaker Verification

Man-wai Mak

Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2009

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A kernel trick for sequences applied to text-independent speaker verification systems

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Pattern Recognition, 2007

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A Symmetric Kernel Partial Least Squares Framework for Speaker Recognition

Ramani Duraiswami

IEEE Transactions on Audio, Speech, and Language Processing, 2013

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SVMSVM: support vector machine speaker verification methodology

Vincent Wan

2003

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Speaker verification using kernel-based binary classifiers with binary operation derived features

Hsin-min Wang

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014

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Comparative Performance Analysis of SVM Speaker Verification System using Confusion Matrix

Piyush Lotia

2014

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Speaker Verification Using Support Vector Machines and High-Level Features

Yi-Hsiang Chao

IEEE Transactions on Audio, Speech and Language Processing, 2007

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A Novel Characterization of the Alternative Hypothesis Using Kernel Discriminant Analysis for LLR-Based Speaker Verification

Hsin-min Wang

2007

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Kernel multimodal discriminant analysis for speaker verification

Minseok Kim

2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 2010

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Speaker Verification Using Accumulative Vectors with Support Vector Machines

Gabriel Sierra

Lecture Notes in Computer Science, 2013

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Combining GMM's with Suport Vector Machines for Text-independent Speaker Verification

Gérard Chollet, Dijana Petrovska-delacrétaz

… Conference on Speech …, 2001

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