Effect of compressing the dynamic range of the power spectrum in modulation filtering based speech enhancement

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2008, Pages 387-390

  Lyons, James G ^a   Paliwal, Kuldip K ^a  

^a GRIFFITH UNIVERSITY   (Australia)

Author keywords

Modulation filtering; Modulation spectrum; Speech enhancement

Indexed keywords

BAND PASS FILTERING; COMPRESSION FUNCTIONS; DYNAMIC RANGE; DYNAMIC RANGE COMPRESSION; MODULATION FILTERING; MODULATION SPECTRUM; NOISE SUPPRESSION; OBJECTIVE MEASURE; SPEECH ENHANCEMENT METHODS; SPEECH QUALITY; SPEECH TRANSMISSION INDEX; SUBJECTIVE LISTENING TEST;

MODULATION; POWER SPECTRUM; SPEECH ENHANCEMENT; SPEECH INTELLIGIBILITY; SPEECH TRANSMISSION;

SPEECH COMMUNICATION;

EID: 84867218794     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. P. Loizou, Speech Enhancement: Theory and Practice. Boca Raton, FL: CRC Press, 2007.
2. H. Hermansky and N. Morgan, "Rasta processing of speech," IEEE Trans on Speech and Audio Processing, vol. 2, pp. 578-589, 1994.
3. R. Drullman, J. M. Festen, and R. Plomp, "Effect of temporal envelope smearing on speech reception," JASA, vol. 95, pp. 2670-2680, 1994.
4. -, "Effect of reducing slow temporal modulations on speech reception," JASA, vol. 95, pp. 2670-2680, 1994.
5. T. Arai, M. Pavel, H. Hermansky, and C. Avendano, "Intelligibility of speech with filtered time trajectories of spectral envelopes," in Proc. ICSLP, 1996, pp. 2490-2493.
6. H. Hermansky, E. A. Wan, and C. Avendano, "Speech enhancement based on temporal processing," in Proc. ICASSP, 1995, pp. 405-408.
7. H. Hermansky, E. Wan, and C. Avendao, "Noise suppression in cellular communications," in 2nd IEEE Workshop IVTTA, 1994, pp. 85-85.
8. T. Falk, S. Stadler, W. B. Kleijn, and G. Chan, "Noise suppression based on extending a speech-dominated modulation band," in Proc. ICSLP, 2007, pp. 970-973.
9. K. Fujioka, N. Hayasaka, Y. Miyanaga, and N. Yoshida, "Noise reduction of speech signals by running spectrum filtering," Syst. Comput. Japan, vol. 37, no. 14, pp. 52-61, 2006.
10. C. Nadeu, P. Pach'es-Leal, and B. Juang, "Filtering of time sequences of spectral parameters for speech recognition," in Speech Communication, vol. 22, 1997, pp. 315-332.
11. H. G. Hirsch, P. Meyer, and H.W. Ruhl, "Improved speech recognition using high-pass filtering of subband envelopes," in Proc. Eurospeech, 1991, p. 413.
12. T. Houtgast and H. J. M. Steeneken, "A review of the mtf concept in room acoustics and its use for estimating speech intelligibility in auditoria," JASA, vol. 77, pp. 1069-1077, 1985.
13. R. L. Goldsworthy and J. E. Greenberg, "Analysis of speech-based speech transmission index methods with implications for nonlinear operations," JASA, vol. 116, pp. 3679-3689, 2004.