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Speaker recognition

Known as: Voice-activated, Voice activated, Speaker verification 
Speaker recognition is the identification of a person from characteristics of voices (voice biometrics). It is also called voice recognition. There… Expand
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Related topics

Related topics

30 relations
AI effectApplications of artificial intelligenceAudio forensicsDecision tree learning
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Broader (3)

Automatic identification and data captureBiometricsSpeech processing

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2018
Highly Cited
2018
X-Vectors: Robust DNN Embeddings for Speaker Recognition
In this paper, we use data augmentation to improve performance of deep neural network (DNN) embeddings for speaker recognition… Expand
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Highly Cited
2011
Highly Cited
2011
Analysis of i-vector Length Normalization in Speaker Recognition Systems
We present a method to boost the performance of probabilistic generative models that work with i-vector representations. The… Expand
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Highly Cited
2011
Highly Cited
2011
Front-End Factor Analysis for Speaker Verification
This paper presents an extension of our previous work which proposes a new speaker representation for speaker verification. In… Expand
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Highly Cited
2010
Highly Cited
2010
Bayesian Speaker Verification with Heavy-Tailed Priors
We describe a new approach to speaker verification which, like Joint Factor Analysis, is based on a generative model of speaker… Expand
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Highly Cited
2007
Highly Cited
2007
Joint Factor Analysis Versus Eigenchannels in Speaker Recognition
We compare two approaches to the problem of session variability in Gaussian mixture model (GMM)-based speaker verification… Expand
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Highly Cited
2006
Highly Cited
2006
Within-class covariance normalization for SVM-based speaker recognition
This paper extends the within-class covariance normalization (WCCN) technique described in [1, 2] for training generalized linear… Expand
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Highly Cited
2001
Highly Cited
2001
Feature warping for robust speaker verification
We propose a novel feature mapping approach that is robust to channel mismatch, additive noise and to some extent, non-linear… Expand
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Highly Cited
2000
Highly Cited
2000
Speaker Verification Using Adapted Gaussian Mixture Models
Reynolds, Douglas A., Quatieri, Thomas F., and Dunn, Robert B., Speaker Verification Using Adapted Gaussian Mixture Models… Expand
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Highly Cited
1995
Highly Cited
1995
Robust text-independent speaker identification using Gaussian mixture speaker models
This paper introduces and motivates the use of Gaussian mixture models (GMM) for robust text-independent speaker identification… Expand
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Highly Cited
1995
Highly Cited
1995
Speaker identification and verification using Gaussian mixture speaker models
Abstract This paper presents high performance speaker identification and verification systems based on Gaussian mixture speaker… Expand
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