Language detection in audio content analysis

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2008, Pages 2109-2112

  Mitra, Vikramjit ^a   Garcia Romero, Daniel ^a   Espy Wilson, Carol Y ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

Audio content analysis; Gaussian mixture model; GMM supervector; Language identification

Indexed keywords

AUDIO CONTENT ANALYSIS; GAUSSIAN MIXTURE MODEL; GMM-SUPERVECTOR; INTERNATIONAL CONFERENCES; LANGUAGE IDENTIFICATION;

ACOUSTICS; COMPUTER NETWORKS; REAL TIME SYSTEMS; SIGNAL PROCESSING; SPEECH;

LINGUISTICS;

EID: 51449089856     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4518058     Document Type: Conference Paper

References (14)

1. "MPEG-7: ISO/IEC 15938-5 Final Committee Draft-Information Technology-Multimedia Content Description Interface-Part 5 Multimedia Description Schemes", ISO/IEC JTC1 /SC29/WG11 MPEG00/N3966, Singapore, Wesley, May2001.
2. P.A. Torres-Carrasquillo, E. Singer, M.A. Kohler, R.J. Greene, D.A. Reynolds, J.R. Deller Jr, 'Approaches to Language Identification Using Gaussian Mixture Models and Shifted Delta Cepstral Features', Proc. International Conference on Spoken Language Processing, ISCA, pp. 89-92, September 2002.
3. R. Dannenberg, J. Foote, G. Tzanetakis, C. Weare, "Panel: new directions in music information retrieval", Proc. International Computer Music Conference. Havana, Cuba, September 2001.
4. F. Pachet, D. Cazaly, "A taxonomy of musical genres", Proc. Content-based Multimedia Information Access, France, 2000.
5. D.A. Reynolds, T.F. Quatieri, R.B. Dunn, "Speaker Verification Using Adapted Gaussian Mixture Models", Digital Signal Processing 2000, Vol.10, pp. 19-41.
6. th Annual Speech Research Symposium, 1994.
7. th Midwest Symposium on Circuits and Systems, MWSCAS'02, Vol.3, pp. 69-72, 2002.
8. E. Singer, P.A. Torres-Carrasquillo, T.P. Gleason, W.M. Campbell, D.A. Reynolds, "Acoustic, Phonetic, and Discriminative Approaches to Automatic Language Recognition", Proc. Eurospeech, ISCA'03, pp. 1345-1348, September 2003.
9. D.A. Reynolds, "Comparison of background normalization methods for text-independent speaker verification". Proc. EU Conf. on Speech Comm. & Tech., pp.963-966, Sep 1997.
10. J. Lareau, "Application of shifted delta cepstral features for GMM language identification", MS Thesis, RIT, CS. Dept, 2006.
11. W.M. Campbell, D.E. Sturim, D.A. Reynolds, "Support Vector Machines Using GMM Supervectors for Speaker Verification", IEEE Signal Processing Letters, Vol.13, No.5, pp. 308-311, May 2006.
12. W.M. Campbell, D.E. Sturim, D.A. Reynolds, A. Solomonoff, "SVM Based Speaker Verification Using a GMM Supervector Kernel and NAP variability compensation", Proc. IEEE International conf. on Acoustics, Speech and Signal Processing, ICASSP'06, Vol.1, pp. 97-100, May 2006.
13. R. Collobert, S. Bengio, "SVMTorch: Support Vector Machines for Large-Scale Regression Problems", Journal of Machine Learning Research, Vol.1, pp. 143-160, 2001.
14. J. A. K Suykens, J. Vandewalle, "Least squares support vector machine classifiers", Neural Processing Letters, Vol.9, No.3, pp. 293-300, Jun. 1999.