Minimum variance modulation filter for robust speech recognition

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

Volumn , Issue , 2009, Pages 3917-3920

  Chiu, Yu Hsiang Bosco ^a   Stern, Richard M ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Automatic speech recognition; Data analysis; Filter design; Modulation filter; Modulation frequency analysis

Indexed keywords

AUTOMATIC SPEECH RECOGNITION; DATA ANALYSIS; FILTER DESIGN; MODULATION FILTER; MODULATION FREQUENCY ANALYSIS;

CONSTRAINED OPTIMIZATION; FEATURE EXTRACTION; FILTER BANKS; MODULATION; RESOURCE ALLOCATION; REVERBERATION; SIGNAL PROCESSING;

SPEECH RECOGNITION;

EID: 70349208652     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4960484     Document Type: Conference Paper

References (13)

1. S. Davis and P. Mermelstein, "Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences," IEEE Trans. on Acoust., Speech and Signal Processing, 1980, vol. 28, pp. 357-366.
2. H. Hermansky, "Perceptual linear predictive (plp) analysis of speech," J. Acoust. Soc. Am., 1990, vol. 87, pp. 1738-1752.
3. L.M. Miller, M.A. Escabi, H.L. Read and C.E. Schreiner, "Spectrotemporal receptive fields in the lemniscal auditory thalamus and cortex," J. Neurophysiol., 2002, vol. 87(1), pp. 516-527.
4. R. Drullman, J.M. Festen and R. Plomp, "Effect of temporal envelope smearing on speech reception," J. Acoust. Soc. Am., 1994, vol. 95(2), pp. 1053-1064.
5. R. Drullman, J.M. Festen and R. Plomp, "Effect of reducing slow temporal modulations on speech reception," J. Acoust. Soc. Am., 1994, vol. 95, pp. 2670-2680.
6. J. Tchorz and B. Kollmeier, "A model of auditory perception as front end for automatic speech recognition," J. Acoust. Soc. Am., 1999, vol. 106, pp. 2040-2050.
7. M. Holmerg, D. Gelbart and W. Hemmert, "Automatic speech recognition with an adaptation model motivated by auditory processing," IEEE Trans. on Audio, Speech and Language Processing, 2006, vol. 14, pp. 43-49.
8. H. Hermansky and N. Morgan, "Rasta processing of speech," IEEE Trans. on Speech and Audio Processing, 1994, vol. 2(4), pp. 578-589.
9. H.J.M. Steeneken and T. Houtgast, "A physical method for measuring speech-transmission quality," J. Acoust. Soc. Am., 1980, vol. 67(1), pp. 318-326.
10. N. Kanedera, T. Arai, H. Hermansky and M. Pavel, "On the relative importance of various components of the modulation spectrum for automatic speech recognition," Speech Communication, 1999, vol. 28, pp. 43-55.
11. Y.-H. Chiu and R. Stern, "Analysis of physiologicallymotivated signal processing for robust speech recognition," Proc. ICSLP, 2008.
12. E. Terhardt, "Calculating virtual pitch," Hearing Research, 1979, 1:155-182.
13. S.G. McGovern, "A model for room acoustics," http:// 2pi.us/rir.html.