Support vector machines for speaker and language recognition
Support vector machines (SVMs) have proven to be a powerful technique for pattern
classification. SVMs map inputs into a high-dimensional space and then separate classes …
classification. SVMs map inputs into a high-dimensional space and then separate classes …
[PDF][PDF] Распознавание личности по голосу: аналитический обзор
ВН Сорокин, ВВ Вьюгин, АА Тананыкин - Информационные процессы, 2012 - jip.ru
Задача распознавания диктора по его голосу была поставлена более 40 лет тому
назад, и исследования в этой области все еще продолжаются. Решение этой задачи …
назад, и исследования в этой области все еще продолжаются. Решение этой задачи …
An overview of statistical pattern recognition techniques for speaker verification
Even though the subject of speaker verification has been investigated for several decades,
numerous challenges and new opportunities in robust recognition techniques are still being …
numerous challenges and new opportunities in robust recognition techniques are still being …
[LIBRO][B] Biometric authentication: a machine learning approach
Gaussian Mixture Models (GMMs) and Radial Basis Function (RBF) networks are two of the
promising neural models for pattern classification. In this laboratory exercise, your task is to …
promising neural models for pattern classification. In this laboratory exercise, your task is to …
[PDF][PDF] Automatic emotion recognition using prosodic parameters.
This paper presents the experiments made to automatically identify emotion in an emotional
speech database for Basque. Three different classifiers have been built: one using spectral …
speech database for Basque. Three different classifiers have been built: one using spectral …
[PDF][PDF] Spectral features for automatic text-independent speaker recognition
T Kinnunen - Licentiate's thesis, 2003 - academia.edu
Front-end or feature extractor is the first component in an automatic speaker recognition
system. Feature extraction transforms the raw speech signal into a compact but effective …
system. Feature extraction transforms the raw speech signal into a compact but effective …
An off-line signature verification system based on fusion of local and global information
J Fierrez-Aguilar, N Alonso-Hermira… - … Workshop, BioAW 2004 …, 2004 - Springer
An off-line signature verification system based on fusion of two machine experts is
presented. One of the experts is based on global image analysis and a statistical distance …
presented. One of the experts is based on global image analysis and a statistical distance …
State-of-the-art in speaker recognition
M Faundez-Zanuy… - IEEE Aerospace and …, 2005 - ieeexplore.ieee.org
Recent advances in speech technologies have produced new tools that can be used to
improve the performance and flexibility of speaker recognition. While there are few degrees …
improve the performance and flexibility of speaker recognition. While there are few degrees …
Unobtrusive multimodal biometrics for ensuring privacy and information security with personal devices
E Vildjiounaite, SM Mäkelä, M Lindholm… - … 2006, Dublin, Ireland …, 2006 - Springer
The need for authenticating users of ubiquitous mobile devices is becoming ever more
critical with the increasing value of information stored in the devices and of services …
critical with the increasing value of information stored in the devices and of services …
Speaker verification using support vector machines and high-level features
High-level characteristics such as word usage, pronunciation, phonotactics, prosody, etc.,
have seen a resurgence for automatic speaker recognition over the last several years. With …
have seen a resurgence for automatic speaker recognition over the last several years. With …