User profiles for Roy Wallace
Roy WallaceIdiap Research Institute Verified email at ieee.org Cited by 935 |
Bob: a free signal processing and machine learning toolbox for researchers
Bob is a free signal processing and machine learning toolbox originally developed by the
Biometrics group at Idiap Research Institute, Switzerland. The toolbox is designed to meet the …
Biometrics group at Idiap Research Institute, Switzerland. The toolbox is designed to meet the …
A phonetic search approach to the 2006 NIST spoken term detection evaluation
This paper details the submission from the Speech and Audio Research Lab of Queensland
University of Technology (QUT) to the inaugural 2006 NIST Spoken Term Detection …
University of Technology (QUT) to the inaugural 2006 NIST Spoken Term Detection …
Inter-session variability modelling and joint factor analysis for face authentication
This paper applies inter-session variability modelling and joint factor analysis to face
authentication using Gaussian mixture models. These techniques, originally developed for speaker …
authentication using Gaussian mixture models. These techniques, originally developed for speaker …
A scalable formulation of probabilistic linear discriminant analysis: Applied to face recognition
In this paper, we present a scalable and exact solution for probabilistic linear discriminant
analysis (PLDA). PLDA is a probabilistic model that has been shown to provide state-of-the-art …
analysis (PLDA). PLDA is a probabilistic model that has been shown to provide state-of-the-art …
Session variability modelling for face authentication
This study examines session variability modelling for face authentication using Gaussian
mixture models. Session variability modelling aims to explicitly model and suppress detrimental …
mixture models. Session variability modelling aims to explicitly model and suppress detrimental …
An open source framework for standardized comparisons of face recognition algorithms
In this paper we introduce the facereclib, the first software library that allows to compare a
variety of face recognition algorithms on most of the known facial image databases and that …
variety of face recognition algorithms on most of the known facial image databases and that …
Cross-pollination of normalization techniques from speaker to face authentication using Gaussian mixture models
This paper applies score and feature normalization techniques to parts-based Gaussian mixture
model (GMM) face authentication. In particular, we propose to utilize techniques that are …
model (GMM) face authentication. In particular, we propose to utilize techniques that are …
Score calibration in face recognition
An evaluation of the verification and calibration performance of a face recognition system
based on inter‐session variability modelling is presented. As an extension to calibration …
based on inter‐session variability modelling is presented. As an extension to calibration …
Spoken term detection using fast phonetic decoding
While spoken term detection (STD) systems based on word indices provide good accuracy,
there are several practical applications where it is infeasible or too costly to employ an …
there are several practical applications where it is infeasible or too costly to employ an …
Optimising figure of merit for phonetic spoken term detection
This paper introduces a novel technique to directly optimise the Figure of Merit (FOM) for
phonetic spoken term detection. The FOM is a popular measure of STD accuracy, making it an …
phonetic spoken term detection. The FOM is a popular measure of STD accuracy, making it an …