Spoken language recognition: from fundamentals to practice

H Li, B Ma, KA Lee - Proceedings of the IEEE, 2013 - ieeexplore.ieee.org
Spoken language recognition refers to the automatic process through which we determine
or verify the identity of the language spoken in a speech sample. We study a computational …

Deep bottleneck features for spoken language identification

B Jiang, Y Song, S Wei, JH Liu, IV McLoughlin, LR Dai - PloS one, 2014 - journals.plos.org
A key problem in spoken language identification (LID) is to design effective representations
which are specific to language information. For example, in recent years, representations …

40 years of progress in automatic speaker recognition

S Furui - Advances in Biometrics: Third International Conference …, 2009 - Springer
Research in automatic speaker recognition has now spanned four decades. This paper
surveys the major themes and advances made in the past 40 years of research so as to …

Compensation of nuisance factors for speaker and language recognition

F Castaldo, D Colibro, E Dalmasso… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
The variability of the channel and environment is one of the most important factors affecting
the performance of text-independent speaker verification systems. The best techniques for …

Speaker verification using support vector machines and high-level features

WM Campbell, JP Campbell… - … on Audio, Speech …, 2007 - ieeexplore.ieee.org
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 …

Nonparametric feature normalization for SVM-based speaker verification

A Stolcke, S Kajarekar, L Ferrer - 2008 IEEE International …, 2008 - ieeexplore.ieee.org
We investigate several feature normalization and scaling approaches for use in speaker
verification based on support vector machines. We are particularly interested in methods that …

[HTML][HTML] Forensic evaluation of the evidence using automatic speaker recognition systems

DR Castro - 2007 - dialnet.unirioja.es
Resumen FORENSIC EVALUATION OF THE EVICENCE USING AUTOMATIC SPEAKER
RECOGNITION SYSTEMS Esta tesis se centra en el uso de sistemas automáticos de …

Language recognition with word lattices and support vector machines

WM Campbell, F Richardson… - 2007 IEEE International …, 2007 - ieeexplore.ieee.org
Language recognition is typically performed with methods that exploit phonotactics-a phone
recognition language modeling (PRLM) system. A PRLM system converts speech to a lattice …

[PDF][PDF] Nuisance attribute projection

A Solomonoff, WM Campbell, C Quillen - Speech Communication, 2007 - Citeseer
Cross-channel degradation is one of the significant challenges facing speaker recognition
systems. We study this problem in the support vector machine (SVM) context and nuisance …

Advanced language recognition using cepstra and phonotactics: MITLL system performance on the NIST 2005 language recognition evaluation

W Campbell, T Gleason, J Navratil… - 2006 IEEE Odyssey …, 2006 - ieeexplore.ieee.org
This paper presents a description of the MIT Lincoln Laboratory submissions to the 2005
NIST Language Recognition Evaluation (LRE05). As was true in 2003, the 2005 …