Advanced language recognition using cepstra and phonotactics: MITLL system performance on the NIST 2005 language recognition evaluation

IEEE Odyssey 2006: Workshop on Speaker and Language Recognition

Volumn , Issue , 2006, Pages

  Campbell, William ^a   Gleason, Terry ^a   Navratil, Jiri ^b   Reynolds, Douglas ^a   Shen, Wade ^a   Singer, Elliot ^a   Torres Carrasquillo, Pedro ^a  

^a MIT LINCOLN LABORATORY   (United States)

^b IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LANGUAGE MODELS; LANGUAGE RECOGNITION EVALUATION; PHONOTACTIC RECOGNIZERS;

AUDIO ACOUSTICS; BINARY TREES; MATHEMATICAL MODELS; ROBUSTNESS (CONTROL SYSTEMS); SUPPORT VECTOR MACHINES;

SPEECH RECOGNITION;

EID: 37649028010     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ODYSSEY.2006.248097     Document Type: Conference Paper

References (12)

1. P.A. Torres-Carrasquillo, E. Sirger, M.A. Kohler, R.J. Greene, D.A. Reynolds, and J.R. Deller, Jr., "Approaches to language identification using Gaussian mixture models and shifted delta cepstral features." Proc. ICSLP 2002, Sept. 2002, pp. 89-92.
2. D.A. Reynolds, "Channel Robust Speaker Verification via Feature Mapping," Proc. ICASSP 2003.
3. W. Campbell, "Generalized Linear Discriminant Sequence Kernels for Speaker Recognition," Proc. ICASSP 2002.
4. Campbell, W. M., Singer, E., Torres-Carrasquillo, P. A., and Reynolds, D. A., "Language Recognition with Support Vector Machines," Proc. Odyssey 2004.
5. Ronan Collobert and Samy Bengio, "SVMTorch: Support vector machines for large-scale regression problems," Journal of Machine Learning Research, vol. 1, pp. 143-160, 2001.
6. E. Singer, P.A. Torres-Carrasquillo, T.P. Gleason, W.M. Campbell, and D.A. Reynolds, "Acoustic, Phonetic, and Discriminative Approaches to Automatic Language Identification," Proc. Eurospeech 2003.
7. J. L. Gauvain, A. Messaoudi, and II. Schwenk, "Language recognition using phone lattices," Proc. ICSLP 2004.
8. A. O. Hatch, B. Peskin, & A. Stolcke (2005), "Improved Phonetic Speaker Recognition Using Lattice Decoding," Proc. ICASSP 2005.
9. Campbell, W. M., Campbell, J. P., Reynolds, D. A., Jones, D. A., and Leek, T. R., "High-Level Speaker Verification with Support Vector Machines," Proc. ICASSP 2004.
10. J. Navratil Spoken language recognition - A step towards multilinguality in speech processing," IEEE Trans. on Speech and Audio Processing, Vol. 9, No. 6, September, 2001, pp. 678-85.
11. J. Navratil, Q. Jin, W. Andrews, J.P. Campbell, "Phonetic speaker recognition using maximum-likelihood binary-decision tree models," Proc. ICASSP 2003.
12. Shen, W., Campbell, W. M. and Gleason, T., "Experiments with Lattice-based PPR-LM Language Identification," Proc. Odyssey 2006.