Dialect classification for online podcasts fusing acoustic and language based structural and semantic information

ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference

Volumn , Issue , 2008, Pages 21-24

  Chitturi, Rahul ^a   Hansen, John H L ^a  

^a The University of Texas at Dallas   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO ACOUSTICS; COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS; TEXT PROCESSING;

CLASSIFICATION SYSTEM; COMBINED SYSTEM; INDIVIDUAL CLASSIFIERS; LANGUAGE INFORMATIONS; LATENT SEMANTIC ANALYSIS; N-GRAM LANGUAGE MODELS; SEMANTIC INFORMATION; SPEECH SYSTEMS;

CLASSIFICATION (OF INFORMATION);

EID: 78751632056     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1557690.1557697     Document Type: Conference Paper

References (13)

1. Diakoloukas, V.; Neumeyer, L.; Kaja, J.; 1997. "Development of dialect-specific speech recognizers using adaptation methods" IEEE-ICASSP.
2. John Laver; 1994. "Principles of Phonetics". Cambridge University Press, Cambridge, UK.
3. Gray, S.; Hansen, J.H.L; 2005. "An integrated approach to the detection and classification of/dialects for a spoken document retrieval system" IEEE-ASRU.
4. Huang R; Hansen J.H.L.; 2005. "Dialect/Accent Classification via Boosted Word Modeling, " IEEE-ICASSP.
5. Landauer, T.K., Foltz, P.W., & Laham, D; 1998. " Introduction to Latent Semantic Analysis " Discourse Processes, 25, 259-284.
6. Huang R; Hansen J.H.L.2007 "Dialect Classification on Printed Text using Perplexity Measure and Conditional Random Fields, " IEEE-ICASSP.
7. Hasegawa-Johnson M, Levinson S.E, 2006 "Extraction of pragmatic and semantic salience from spontaneous spoken English " Speech Comm. Vol. 48(3-4).
8. Antoine, J.-Y 1996 " Spontaneous speech and natural language processing. ALPES: a robust semantic-led parser " ICSLP.
9. Deerwester, S. et al.1990." Indexing by latent semantic anlysis " Journal of American Society of Information Science, 391-407.
10. Chitturi R, Hansen J.H.L, 2007." Multi stream based Dialect classification using SVM-GMM hybrids" IEEEASRU.
11. Huang R, Hansen J.L.H.; 2006. "Gaussian Mixture Selection and Data Selection for Unsupervised Spanish Dialect Classification" ICSLP.
12. Hansen J.H.L., Yapanel U, Huang R., Ikeno A..; 2004. "Dialect Anal'ysis and Modeling for Automatic Classification" ICSLP.
13. NIST- LRE 2005, " Language Recognition Evaluation".