HMM2- Extraction of formant structures and their use for robust ASR

EUROSPEECH 2001 - SCANDINAVIA - 7th European Conference on Speech Communication and Technology

Volumn , Issue , 2001, Pages 607-610

  Weber, Katrin ^a,b   Bengio, Samy ^a   Bourlard, Hervé ^a,b  

^a DALLE MOLLE INSTITUTE FOR ARTIFICIAL INTELLIGENCE IDSIA   (Switzerland)

^b EPFL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

NEURAL NETWORKS; SPEECH COMMUNICATION;

ACOUSTIC FEATURES; AUTOMATIC SPEECH RECOGNITION SYSTEM; EMISSION PROBABILITIES; FEATURE-BASED; GAUSSIAN MIXTURES; STATE OF THE ART; STATE-DEPENDENT; STRUCTURE INFORMATION;

SPEECH RECOGNITION;

EID: 0037841209     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

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2. S. Bengio, H. Bourlard, and K. Weber, "An EM Algorithm for HMMs with Emission Distributions Represented by HMMs, " IDIAP-RR 00-11, 2000. ftp://ftp.idiap.ch/pub/reports/2000/rr00-11.ps.gz.
3. S. Eickeler, S. Müller, and G. Rigoll, "High Performance Face Recognition Using Pseudo 2D-Hidden Markov Models, " European Control Conference (ECC), Aug. 1999.
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6. P. Garner and W. Holmes, "On the Robust Incorporation of Formant Features into Hidden Markov Models for Automatic Speech Recognition, " Proc. ICASSP, vol. 1, pp. 1-4, 1998.
7. L. Welling and H. Ney, "Formant Estimation for Speech Recognition", IEEE Trans. on Speech and Audio Processing, vol. 6, no. 1, pp. 36-48, 1998.
8. G. Kopec, "Formant Tracking using Hidden Markov Models and Vector Quantization, " IEEE Trans. Acoust., Speech, and Signal Processing, vol. 34, pp. 709-729, Aug. 1986.
9. R. A. Cole, M. Noel, T. Lander, and T. Durham, "New Telephone Speech Corpora at CSLU, " Proc. Eurospeech, vol. 1, pp. 821-824, Sep. 1995.
10. A. Varga, H. J. M. Steeneken, M. Tomlinson, and D. Jones, "The Noisex-92 Study on the Effect of Additive Noise on Automatic Speech Recognition, " Tech. Rep. DRA Speech Research Unit, 1992.
11. S. Young, J. Odell, D. Ollason, V. Valtchev, and P. Woodland, "The HTK Book, " Cambridge University, 1995.
12. C. Nadeu, "On the Filter-bank-based Parameterization Front-End for Robust HMM Speech Recognition, " Proc. Robust'99, pp. 235-238, May 1999.
13. K. Weber, "Multiple Timescale Feature Combination Towards Robust Speech Recognition, " Proc. Konvens2000/Sprachkommunikation, pp. 295-299, Oct. 2000.ftp://ftp.idiap.ch/pub/reports/2000/rr00- 29.ps.gz.