Effect of speech and noise cross correlation on AMFCC speech recognition features

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

Volumn 4, Issue , 2007, Pages

  Shannon, Benjamin J ^a   Paliwal, Kuldip K ^a  

^a GRIFFITH UNIVERSITY   (Australia)

Author keywords

Autocorrelation function; Feature extraction; Robust speech recognition

Indexed keywords

ACOUSTIC NOISE; ALGORITHMS; AUTOCORRELATION; DATABASE SYSTEMS; FEATURE EXTRACTION; ROBUSTNESS (CONTROL SYSTEMS);

AUTOCORRELATION MEL FREQUENCY CEPSTRAL COEFFICIENT (AMFCC); FEATURE EXTRACTION ALGORITHMS; NOISY SIGNAL AUTOCORRELATION; ROBUST SPEECH RECOGNITION;

SPEECH RECOGNITION;

EID: 34547506615     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.367249     Document Type: Conference Paper

References (9)

1. B. J. Shannon and K. K. Paliwal, "MFCC Computation from Magnitude Spectrum of Higher Lag Autocorrelation Coefficients for Robust Speech Recognition," in Proc. ICSLP, 2004.
2. J. Hernando and C. Nadeu, "Linear Prediction of the One-sided Autocorrelation Sequence for Noisy Speech Recognition," IEEE Transactions on Speech and Audio Processing, vol. 5, no. 1, pp. 80-84, 1997.
3. D. Mansour and B. H. Juang, "The Short-Time Modified Coherence Representation and Noisy Speech Recognition," IEEE Transactions on ASSP, vol. 37, no. 6, pp. 795-804, 1989.
4. Y. T. Chan and R. P. Langford, "Spectral Estimation via the High-Order Yule-Walker Equations," IEEE Trans. on ASSP, no. 5, pp. 689-698, 1982.
5. K. K. Paliwal and M. M. Sondhi, "Recognition of noisy speech using cumulant-based linear prediction analysis," in Proc. ICASSP, 1991, pp. 429-432.
6. K. K. Paliwal and Sagisaka, "Cyclic autocorrelation-based linear prediction analysis of speech," in Proc. Eurospeech, 1997, pp. 279-282.
7. O. Ghitza, "Auditory nerve representation as a front-end for speech recognition in a noisy environments," Computer Language and Speech, vol. 1, pp. 109-130, 1986.
8. N. A. Anstey, "Correlation Techniques," Canadian Journal of Exploration Geophysics, vol. 2, no. 1, pp. 55-82, 1966.
9. S. B. Davis and P. Mermelstein, "Comparison of Parametric Representations for Monosyllabic Word Recognition in Continuously Spoken Sentences," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. ASSP-28, no. 4, pp. 357-365, 1980.