Pairwise Discriminative Speaker Verification in the ${\rm I}$-Vector Space

No abstract is available for this paper.

• Publication year

  2011

• Venue

  IEEE Transactions on Audio, Speech, and Language Processing

• Publication date

  2011-05-22

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1109/TASL.2013.2245655
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Analysis of Large-Scale SVM Training Algorithms for Language and Speaker Recognition

  2012cited by this paper
• Front-End Factor Analysis for Speaker Verification

  2011cited by this paper
• Analysis of i-vector Length Normalization in Speaker Recognition Systems

  2011cited by this paper
• Mixture of PLDA Models in i-vector Space for Gender-Independent Speaker Recognition

  2011cited by this paper
• Discriminatively trained Probabilistic Linear Discriminant Analysis for speaker verification

  2011cited by this paper
• The speaker partitioning problem

  2010cited by this paper
• Bundle Methods for Regularized Risk Minimization

  2010cited by this paper
• UWB system description for NIST SRE 2010

  2010cited by this paper
• Bayesian Speaker Verification with Heavy-Tailed Priors

  2010cited by this paper
• Comparison of Large-scale SVM Training Algorithms for Language Recognition

  2010cited by this paper
• Robust Speaker Recognition Over Varying Channels Report from JHU workshop 2008

  2009influential reference
• Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification

  2009cited by this paper
• Optimized cutting plane algorithm for support vector machines

  2008cited by this paper
• Discriminant NAP for SVM speaker recognition

  2008cited by this paper
• A scalable modular convex solver for regularized risk minimization

  2007cited by this paper
• Probabilistic Linear Discriminant Analysis for Inferences About Identity

  2007influential reference
• Within-class covariance normalization for SVM-based speaker recognition

  2006cited by this paper
• SVM Based Speaker Verification using a GMM Supervector Kernel and NAP Variability Compensation

  2006cited by this paper
• Joint Factor Analysis of Speaker and Session Variability: Theory and Algorithms

  2006cited by this paper
• Pattern Recognition and Machine Learning

  2006cited by this paper
• Speaker adaptive cohort selection for Tnorm in text-independent speaker verification

  2005cited by this paper
• Application-independent evaluation of speaker detection

  2004cited by this paper
• The Entire Regularization Path for the Support Vector Machine

  2004cited by this paper
• Speaker Verification Using Adapted Gaussian Mixture Models

  2000cited by this paper
• The Nature of Statistical Learning Theory

  2000cited by this paper
• Making large-scale support vector machine learning practical

  1999cited by this paper
• Making large-scale support vector machine learning practical

  1999cited by this paper
• A Tutorial on Support Vector Machines for Pattern Recognition

  1998cited by this paper
• A training algorithm for optimal margin classifiers

  1992cited by this paper
• Optimal Statistical Decisions

  1970cited by this paper
• The NIST Year 2010 Speaker Recognition Evaluation Plan

  year unknowncited by this paper

• Taking account of typicality in calculation of likelihood ratios

  2025cites this paper
• Analysis of the ABC Classification Backends for NIST SRE24

  2025cites this paper
• A Copula-Based Generative Score-Level Fusion Model for Speaker Verification

  2025cites this paper
• Towards Comprehensive Subgroup Performance Analysis in Speech Models

  2024cites this paper
• The Distributions of Uncalibrated Speaker Verification Scores: A Generative Model for Domain Mismatch and Trial-Dependent Calibration

  2023cites this paper
• Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022

  2023cites this paper
• From adaptive score normalization to adaptive data normalization for speaker verification systems

  2023cites this paper
• A Hierarchical Model for Spoken Language Recognition

  2022cites this paper
• Impostor Score Statistics as Quality Measures for the Calibration of Speaker Verification Systems

  2022influential citation
• PLDA inspired Siamese networks for speaker verification

  2022cites this paper
• A Discriminative Hierarchical PLDA-Based Model for Spoken Language Recognition

  2022cites this paper
• Speaker Recognition

  2021cites this paper
• Integrating a joint Bayesian generative model in a discriminative learning framework for speaker verification

  2021cites this paper
• On the Distribution of Speaker Verification Scores: Generative Models for Unsupervised Calibration

  2021influential citation
• Coupling a Generative Model With a Discriminative Learning Framework for Speaker Verification

  2021cites this paper
• A Generative Model for Duration-Dependent Score Calibration

  2021influential citation
• The Domain Mismatch Problem in the Broadcast Speaker Attribution Task

  2021influential citation
• O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification

  2021cites this paper
• Self-Calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift

  2021cites this paper
• Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification

  2021cites this paper
• Tackling Age-Invariant Face Recognition With Non-Linear PLDA and Pairwise SVM

  2021influential citation
• A Speaker Verification Backend with Robust Performance across Conditions

  2021cites this paper
• An end-to-end approach for the verification problem: learning the right distance

  2020cites this paper
• A Speaker Verification Backend for Improved Calibration Performance across Varying Conditions

  2020cites this paper
• NPLDA: A Deep Neural PLDA Model for Speaker Verification

  2020cites this paper
• LEAP System for SRE19 Challenge - Improvements and Error Analysis

  2020cites this paper
• Pairwise Discriminative Neural PLDA for Speaker Verification

  2020cites this paper
• State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations

  2020cites this paper
• End-to-end DNN based text-independent speaker recognition for long and short utterances

  2020cites this paper
• Robust Speaker Verification

  2020cites this paper
• Machine Learning Models

  2020cites this paper
• Future Direction

  2020cites this paper
• Learning Algorithms

  2020cites this paper
• LEAP System for SRE 2019 CTS Challenge - Improvements and Error Analysis

  2020cites this paper
• Index

  2020cites this paper
• Dimension Reduction and Data Augmentation

  2020cites this paper
• Preface

  2020cites this paper
• Introduction

  2020cites this paper
• Exercises

  2020cites this paper
• Deep Learning Models

  2020cites this paper
• Speaker Diarization using Embedding Vectors

  2020cites this paper
• Domain Adaptation

  2020cites this paper
• Discriminative Training of PLDA for Speaker Verification with X-vectors

  2020cites this paper
• Speaker Diarization System Based on DPCA Algorithm for Fearless Steps Challenge Phase-2

  2020cites this paper
• Machine Learning for Speaker Recognition

  2020cites this paper
• Graph Attention Networks for Speaker Verification

  2020cites this paper
• Deep Bayes Factor Scoring for Authorship Verification

  2020cites this paper
• Neural PLDA Modeling for End-to-End Speaker Verification

  2020cites this paper
• Team 55: SDSV challenge Task 2 - Text Independent Speaker Verification: A Technical Report

  2020cites this paper
• A Novel automatic voice recognition system based on text-independent in a noisy environment

  2020cites this paper
• 13 years of speaker recognition research at BUT, with longitudinal analysis of NIST SRE

  2020cites this paper
• Evaluation of Nuance Forensics 9.2 and 11.1 under conditions reflecting those of a real forensic voice comparison case (forensic_eval_01)

  2019cites this paper
• The Leap Speaker Recognition System for NIST SRE 2018 Challenge

  2019cites this paper
• Preserving privacy in speaker and speech characterisation

  2019cites this paper
• Exact memory-constrained UPGMA for large scale speaker clustering

  2019cites this paper
• Normal Variance-Mean Mixtures for Unsupervised Score Calibration

  2019cites this paper
• An Analysis of the Short Utterance Problem for Speaker Characterization

  2019cites this paper
• Privacy-preserving PLDA speaker verification using outsourced secure computation

  2019cites this paper
• A Discriminative Condition-Aware Backend for Speaker Verification

  2019cites this paper
• Chapter 2 Environment-Related Robustness Issues

  2019cites this paper
• End-to-End Convolutional Neural Network for Speaker Recognition Based on Joint Supervision

  2019cites this paper
• Speaker Verification by Partial AUC Optimization With Mahalanobis Distance Metric Learning

  2019cites this paper
• SVM Speaker verification Based on GMM clustering i-vector and WLAD

  2018cites this paper
• Scoring Heterogeneous Speaker Vectors Using Nonlinear Transformations and Tied PLDA Models

  2018cites this paper
• Nonparametrically trained PLDA for short duration i-vector speaker verification

  2018cites this paper
• Robust text independent closed set speaker identification systems and their evaluation

  2018cites this paper
• Gaussian meta-embeddings for efficient scoring of a heavy-tailed PLDA model

  2018cites this paper
• DNN i-vector based Fishervoice and PLDA SVM scoring for NIST SRE 2016

  2018cites this paper
• Homomorphic Encryption for Speaker Recognition: Protection of Biometric Templates and Vendor Model Parameters

  2018influential citation
• Speaker Recognition Using e–Vectors

  2018cites this paper
• Nonparametrically Trained Probabilistic Linear Discriminant Analysis for i-Vector Speaker Verification

  2017cites this paper
• Analysis and Description of ABC Submission to NIST SRE 2016

  2017cites this paper
• Robustness-Related Issues in Speaker Recognition

  2017cites this paper
• Transfer learning for PLDA-based speaker verification

  2017cites this paper
• e-vectors: JFA and i-vectors revisited

  2017cites this paper
• Joint Estimation of PLDA and Nonlinear Transformations of Speaker Vectors

  2017cites this paper
• End-to-End DNN Based Speaker Recognition Inspired by I-Vector and PLDA

  2017influential citation
• Environment-Related Robustness Issues

  2017cites this paper
• Unsupervised Discriminative Training of PLDA for Domain Adaptation in Speaker Verification

  2017cites this paper
• PLDA-based mean shift speakers' short segments clustering

  2017cites this paper
• Speaker verification based on the fusion of speech acoustics and inverted articulatory signals

  2016cites this paper
• Mahalanobis Metric Scoring Learned from Weighted Pairwise Constraints in I-Vector Speaker Recognition System

  2016cites this paper
• Discriminative multi-domain PLDA for speaker verification

  2016cites this paper
• A transfer learning method for PLDA-based speaker verification

  2016cites this paper
• Piecewise linear definition of transformation functions for speaker de-identification

  2016cites this paper
• Joint Bayesian Gaussian Discriminant Analysis for speaker verification

  2016cites this paper
• Language-Independent Acoustic Cloning of HTS Voices: An Objective Evaluation

  2016cites this paper
• Constrained discriminative speaker verification specific to normalized i-vectors

  2016cites this paper
• On the Use of PLDA i-vector Scoring for Clustering Short Segments

  2016cites this paper
• Overcoming resource limitations in the processing of unlimited speech: applications to speaker and language recognition

  2016cites this paper
• Robust discriminative training against data insufficiency in PLDA-based speaker verification

  2016influential citation
• Max-margin metric learning for speaker recognition

  2015cites this paper
• An investigation of supervector regression for forensic voice comparison on small data

  2015cites this paper
• Modified-prior PLDA and score calibration for duration mismatch compensation in speaker recognition system

  2015cites this paper
• Generalized I-vector Representation with Phonetic Tokenizations and Tandem Features for both Text Independent and Text Dependent Speaker Verification

  2015cites this paper
• Non-linear PLDA for i-vector speaker verification

  2015cites this paper
• Estimation of the invariant and variant characteristics in speech articulation and its application to speaker identification

  2015cites this paper
• Robust speaker verification

  2014cites this paper
• Large-Scale Training of Pairwise Support Vector Machines for Speaker Recognition

  2014cites this paper
• SVM based speaker recognition: harnessing trials with multiple enrollment sessions

  2014influential citation