An overview of text-independent speaker recognition: From features to supervectors
T Kinnunen, H Li - Speech communication, 2010 - Elsevier
This paper gives an overview of automatic speaker recognition technology, with an
emphasis on text-independent recognition. Speaker recognition has been studied actively …
emphasis on text-independent recognition. Speaker recognition has been studied actively …
A speaker verification backend with robust performance across conditions
In this paper, we address the problem of speaker verification in conditions unseen or
unknown during development. A standard method for speaker verification consists of …
unknown during development. A standard method for speaker verification consists of …
An investigation into back-end advancements for speaker recognition in multi-session and noisy enrollment scenarios
G Liu, JHL Hansen - IEEE/ACM Transactions on Audio, Speech …, 2014 - ieeexplore.ieee.org
This study aims to explore the case of robust speaker recognition with multi-session
enrollments and noise, with an emphasis on optimal organization and utilization of speaker …
enrollments and noise, with an emphasis on optimal organization and utilization of speaker …
Toward fail-safe speaker recognition: Trial-based calibration with a reject option
The output scores of most of the speaker recognition systems are not directly interpretable
as stand-alone values. For this reason, a calibration step is usually performed on the scores …
as stand-alone values. For this reason, a calibration step is usually performed on the scores …
A discriminative condition-aware backend for speaker verification
We present a scoring approach for speaker verification that mimics the standard PLDA-
based backend process used in most current speaker verification systems. However, unlike …
based backend process used in most current speaker verification systems. However, unlike …
System combination using auxiliary information for speaker verification
L Ferrer, M Graciarena, A Zymnis… - 2008 IEEE International …, 2008 - ieeexplore.ieee.org
Recent studies in speaker recognition have shown that score-level combination of
subsystems can yield significant performance gains over individual subsystems. We explore …
subsystems can yield significant performance gains over individual subsystems. We explore …
A speaker verification backend for improved calibration performance across varying conditions
In a recent work, we presented a discriminative backend for speaker verification that
achieved good out-of-the-box calibration performance on most tested conditions containing …
achieved good out-of-the-box calibration performance on most tested conditions containing …
[PDF][PDF] New methodology for the integration of biometric features in speaker recognition systems applied to security environments
LMM Fernández - 2014 - core.ac.uk
NEW METHODOLOGY FOR THE INTEGRATION OF BIOMETRIC FEATURES IN SPEAKER
RECOGNITION SYSTEMS APPLIED TO SECURITY ENVIRONMENTS DOCTOR Page 1 …
RECOGNITION SYSTEMS APPLIED TO SECURITY ENVIRONMENTS DOCTOR Page 1 …
Reconnaissance automatique du locuteur par des GMM à grande marge
R Jourani - 2012 - theses.hal.science
Depuis plusieurs dizaines d'années, la reconnaissance automatique du locuteur (RAL) fait
l'objet de travaux de recherche entrepris par de nombreuses équipes dans le monde. La …
l'objet de travaux de recherche entrepris par de nombreuses équipes dans le monde. La …
[PDF][PDF] Short-term spectral feature extraction and their fusion in text independent speaker recognition: A review
R Chaudhary - BVICA M's International Journal of Information …, 2013 - bvicam.in
The paper gives an overview of Text-independent short-term-feature-extraction methods of
Speaker Recognition System, for clean as well as noisy environment and their fusion at …
Speaker Recognition System, for clean as well as noisy environment and their fusion at …