The CLEAR'06 LIMSI acoustic speaker identification system for CHIL seminars

Authors:
Claude Barras;Xuan Zhu;Jean-Luc Gauvain;Lori Lamel
Affiliations:
Spoken Language Processing Group, LIMSI-CNRS, Orsay cedex, France;Spoken Language Processing Group, LIMSI-CNRS, Orsay cedex, France;Spoken Language Processing Group, LIMSI-CNRS, Orsay cedex, France;Spoken Language Processing Group, LIMSI-CNRS, Orsay cedex, France
Venue:
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Year:
2006

Citing 1
Cited 1

The NIST speaker recognition evaluation - overview methodology, systems, results, perspective

Speech Communication - Speaker recognition and its commercial and forensic applications

Acoustic Speaker Identification: The LIMSI CLEAR'07 System

Multimodal Technologies for Perception of Humans

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper summarizes the LIMSI participation in the CLEAR'06 acoustic speaker identification task that aims to identify speakers in CHIL seminars via the acoustic channel. The system consists of a standard Gaussian mixture model based system similar to systems developed for the NIST speaker recognition evaluations and includies feature warping of cepstral coefficients and MAP adaptation of a Universal Background Model. Several computational optimizations were implemented for real-time efficiency: stochastic frame subsampling for training, top-Gaussians scoring and auto-adaptive pruning for the tests, speeding up the system by more than a factor of ten.