An automatic language identification method based ON subspace analysis

Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009

Volumn , Issue , 2009, Pages 598-601

  Song, Yan ^a   Dai, Lirong ^a   Wang, Renhua ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

GMM SVM; Language identification; Subspace analysis

Indexed keywords

ACOUSTIC SYSTEMS; AUTOMATIC LANGUAGE IDENTIFICATION; DIFFERENCE VECTORS; DISCRIMINATIVE METHODS; GAUSSIAN MIXTURE MODEL; GMM-SVM; INTERSESSION VARIABILITY; LANGUAGE IDENTIFICATION; SUBSPACE ANALYSIS; SUBSPACE ESTIMATION; THREE COMPONENT;

ACOUSTIC FIELDS; BLIND SOURCE SEPARATION; MAGNETOSTRICTIVE DEVICES; MULTIMEDIA SYSTEMS; SUPPORT VECTOR MACHINES;

LINGUISTICS;

EID: 70449590137     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2009.5202567     Document Type: Conference Paper

References (13)

1. P. A. Torres-Carrasquillo, E. Singer, M. A. Kohler, R. J. Greene, D. A. Reynolds, and J. R. Deller, "Approaches to language identification using Gaussian mixture models and shifted delta cepstral features," in International Conference on Spoken Language Processing, 2002, pp.89-92.
2. F.Castaldo, D.Colibro, E.Dalmasso,etc., "Acoustic language identification using fast discriminative training," in Proc. Interspeech, 2007.
3. Xi Zhou, Jiri Navratil, etc. "Intersession variability compensation for language detection", in ICASSP08, 2008, pp. 4157-4160
4. J. Pelecanos and S. Sridharan, "Feature warping for robust speaker verification," in Odyssey-01, 2001, pp. 213-218.
5. W. M. Campbell, D. E. Sturim, D. A. Reynolds, "SVM based Speaker verification using a GMM supervector Kernel and NAP variability", in Proc. ICASSP 2006
6. A. Hatch and A. Stolcke, "Generalized linear kernels for one versus all classification: Application to speaker recognition", in ICASSP06, 2006, pp. V: 585-588.
7. P. Kenny and P. Dumouchel, "Experiments in speaker verification using factor analysis likelihood ratios," in Odyssey-04, 2004, pp. I: 219-226.
8. Claudio Vair, Daniele Colibro, Fabio Castaldo, Emanuele Dalmasso, and Pietro Laface, "Channel factors compensation in model and feature domain for speaker recognition". Odyssey Workshop, 2006.
9. Chang, C.-C., C.-J. Lin. "LIBSVM: a library for support vector machines", http: //www.csie.ntu.edu.tw/-cjlin/ libsvm., 2001
10. Christopher M.Bishop, "Pattern Recognition and Machine Learning", Springer, 2006
11. S.Rowies, "EM Algorithm for PCA and SPCA", Advance in Neural Information processing, 1997. MIT Press, pp 626-632
12. X.Wang and X.Tang "Unified Subspace Analysis for Face Recognition" Proc. Int'l Conf. Computer Vision. Pp.67-686, 2003
13. "The 2007 NIST Language Recognition Evaluation Plan", http://ww.nist.gov/speech/tests/lang/2003/LRE07EvalPlan-v7e.pdf