Publication detail

Non-Negative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition

BAHARI, M. DEHAK, N. VAN HAMME, H. BURGET, L. ALI, A. GLASS, J.

Original Title

Non-Negative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition

Type

journal article in Web of Science

Language

English

Original Abstract

In this research, a non-negative factor analysis approach is developed for GMM weight decomposition and adaptation. This methods allows for a new low-dimensional utterance representation similar to i-vectors.

Keywords

Non-negative factor analysis; model adaptation; Gaussian mixture model weight; dialect recognition; language recognition

Authors

BAHARI, M.; DEHAK, N.; VAN HAMME, H.; BURGET, L.; ALI, A.; GLASS, J.

RIV year

2014

Released

1. 7. 2014

ISBN

2329-9290

Periodical

IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING

Year of study

2014

Number

7

State

United States of America

Pages from

1117

Pages to

1129

Pages count

13

URL

http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6803908

BibTex

@article{BUT111657,
  author="Mohamad {Bahari} and Najim {Dehak} and Hugo {Van hamme} and Lukáš {Burget} and Ahmed {Ali} and Jim {Glass}",
  title="Non-Negative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition",
  journal="IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING",
  year="2014",
  volume="2014",
  number="7",
  pages="1117--1129",
  doi="10.1109/TASLP.2014.2319159",
  issn="2329-9290",
  url="http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6803908"
}