Speaker Verification and Recognition

This research area focuses on techniques and methodologies for verifying and recognizing individual speakers through their voice characteristics. It encompasses different algorithms and signal processing methods to enhance speaker identity confirmation and recognition accuracy.

Speaker verification
Recognition
GMM
Support vector machines
Cepstral analysis
Voice biometrics

4,392 papers

Parent topic: Speech Processing and Recognition

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Papers Over Time

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Top Papers

Cepstral Analysis Technique For Automatic Speaker Verification

1981 · 772 citations

IEEE Recommended Practice For Speech Quality Measurements

1969 · 756 citations

Support Vector Machines Using GMM Supervectors For Speaker Verification

2006 · 712 citations

Enhancement Of Speech Corrupted By Acoustic Noise

0 · 683 citations

Voice Conversion Based On Maximum-Likelihood Estimation Of Spectral Parameter Trajectory

2007 · 583 citations

Cepstrum Pitch Determination

1967 · 568 citations

Joint Factor Analysis Versus Eigenchannels In Speaker Recognition

2007 · 461 citations

Line Spectrum Representation Of Linear Predictor Coefficients Of Speech Signals

1975 · 427 citations

All-pole Modeling Of Degraded Speech

1978 · 413 citations

HRTF Measurements Of A KEMAR

1995 · 381 citations

Rapid Speaker Adaptation In Eigenvoice Space

2000 · 328 citations

Application Of Quadrature Mirror Filters To Split Band Voice Coding Schemes

0 · 269 citations

Spectral Peak Resolution And Speech Recognition In Quiet: Normal Hearing, Hearing Impaired, And Cochlear Implant Listeners

2005 · 241 citations

Predictive Coding Of Speech Signals And Subjective Error Criteria

1979 · 235 citations

Blind Speech Separation

2007 · 227 citations

A Sticky HDP-HMM With Application To Speaker Diarization

2011 · 222 citations

Mapping The Perceptual Magnet Effect For Speech Using Signal Detection Theory And Multidimensional Scaling

1995 · 208 citations

A New Feature For Automatic Speaker Verification Anti-Spoofing: Constant Q Cepstral Coefficients

2016 · 204 citations

Data Augmentation For Deep Neural Network Acoustic Modeling

2015 · 201 citations

A Cepstrum-Based Technique For Determining A Harmonics-to-Noise Ratio In Speech Signals

1993 · 197 citations