Monaural speech segregation based on pitch tracking and amplitude modulation

IEEE Transactions on Neural Networks

Volumn 15, Issue 5, 2004, Pages 1135-1150

  Hu, Guoning ^a   Wang, DeLiang ^a  

^a OHIO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AMPLITUDE MODULATION; AUDITION; CORRELATION METHODS; HARMONIC ANALYSIS; MATHEMATICAL MODELS; SOUND RECORDING; SPEECH SYNTHESIS;

COMPUTATIONAL AUDITORY SCENE ANALYSIS; MONOAURAL SPEECH SEGREGATION; PITCH TRACKING;

SPEECH ANALYSIS;

EID: 4644265990     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2004.832812     Document Type: Article

References (35)

1. A. K. Barros, T. Rutkowski, F. Itakura, and N. Ohnishi, "Estimation of speech embedded in a reverberant and noisy environment by independent component analysis and wavelets," IEEE Trans. Neural Networks, vol. 13, pp. 888-893, July 2002.
2. J. Bird and C. J. Darwin, "Effects of a difference in fundamental frequency in separating two sentences," in Psychophysical and Physiological Advances in Hearing, A. R. Palmer, A. Rees, A. Q. Summerfield, and R. Meddis, Eds. London, U.K.: Whurr, 1997.
3. E. de Boer and H. R. de Jongh, "On cochlear encoding: potentialities and limitations of the reverse-correlation techniques," J. Acoust. Soc. Amer., vol. 63, pp. 115-135, 1978.
4. A. S. Bregman, Auditory Scene Analysis. Cambridge, MA: MIT Press, 1990.
5. G. J. Brown and M. P. Cooke, "Computational auditory scene analysis," Comput. Speech Language, vol. 8, pp. 297-336, 1994.
6. P. Cariani, "Temporal coding of periodicity pitch in the auditory system: an overview," Neural Plasticity, vol. 6, pp. 147-172, 1999.
7. R. P. Carlyon and T. M. Shackleton, "Comparing the fundamental frequencies of resolved and unresolved harmonics: evidence for two pitch mechanisms?," J. Acoust. Soc. Amer., vol. 95, pp. 3541-3554, 1994.
8. M. P. Cooke, Modeling Auditory Processing and Organization. Cambridge, U.K.: Cambridge Univ. Press, 1993.
9. M. P. Cooke, P. D. Green, L. Josifovski, and A. Vizinho, "Robust automatic speech recognition with missing and unreliable acoustic data," Speech Commun., vol. 34, pp. 267-285, 2001.
10. L. A. Drake, "Sound source separation via computational auditory scene analysis (CASA)-enhanced beamforming," Ph.D. dissertation, Dept. Elect. Comput. Eng., Northwestern Univ., Evanston, IL, 2001.
11. J. R. Deller, J. G. Proakis, and J. H. L. Hansen, Discrete-Time Processing of Speech Signals. New York: Macmillan, 1993.
12. D. P. W. Ellis, "Prediction-Driven Computational Auditory Scene Analysis," Ph.D. dissertation, Dept. Elect. Eng. Comput. Sci., MIT, Cambridge, MA, 1996.
13. Y. Ephraim and H. L. Trees, "A signal subspace approach for speech enhancement," IEEE Trans. Speech Audio Processing, vol. 3, pp. 251-266, July 1995.
14. O. Ghitza, "Auditory models and human performance in tasks related to speech coding and speech recognition," IEEE Trans. Speech Audio Processing, vol. 2, pp. 115-132, Jan. 1994.
15. H. Helmholtz, On the Sensations of Tone. Braunschweig, Germany: Vieweg & Son, 1863.
16. G. Hu and D. L. Wang, "Monaural speech segregation based on pitch tracking and amplitude modulation," in Int. Conf. Acoustics, Speech and Signal Processing, 2002, pp. 553-556.
17. X. Huang, A. Acero, and H. W. Hon, Spoken Language Processing. Englewood Cliffs, NJ: Prentice-Hall, 2001.
18. J. C. R. Licklider, "A duplex theory of pitch perception," Experientia, vol. 7, pp. 128-134, 1951.
19. C. R. Jankowski, H. H. Vo, and R. P. Lippmann, "A comparison of signal processing front ends for automatic word recognition," IEEE Trans. Speech Audio Processing, vol. 3, pp. 286-293, July 1995.
20. J. Jensen and J. H. L. Hansen, "Speech enhancement using a constrained iterative sinusoidal model," IEEE Trans. Speech Audio Processing, vol. 9, pp. 731-740, Oct. 2001.
21. H. Krim and M. Viberg, "Two decades of array signal processing research: the parametric approach," IEEE Signal Processing Mag., vol. 13, pp. 67-94, July 1996.
22. W. J. M. Levelt, Speaking: From Intention to Articulation. Cambridge, MA: MIT Press, 1989.
23. R. Martin, "Noise power spectral density estimation based on optimal smoothing and minimum statistics," IEEE Trans. Speech Audio Processing, vol. 9, pp. 504-512, July 2001.
24. R. Meddis, "Simulation of auditory-neural transduction: further studies," J. Acoust. Soc. Amer., vol. 83, pp. 1056-1063, 1988.
25. R. Meddis and L. O'Mard, "A unitary model of pitch perception," J. Acoust. Soc. Amer., vol. 102, pp. 1811-1820, 1997.
26. B. C. J. Moore, An Introduction to the Psychology of Hearing, 4th ed. San Diego, CA: Academic, 1997.
27. R. D. Patterson, I. Nimmo-Smith, J. Holdsworth, and P. Rice, "An efficient auditory filterbank based on the gammatone function," Appl. Psychol. Unit, Cambridge Univ., Cambridge, U.K., APU Rep. 2341, 1988.
28. R. Plomp and A. M. Mimpen, "The ear as a frequency analyzer II," J. Acoust. Soc. Amer., vol. 43, pp. 764-767, 1968.
29. D. F. Rosenthal and H. G. Okuno, Computational Auditory Scene Analysis. Mahwah, NJ: Lawrence Erlbaum, 1998.
30. H. Sameti, H. Sheikhzadeh, L. Deng, and R. L. Brennan, "HMM-based strategies for enhancement of speech signals embedded in nonstationary noise," IEEE Trans. Speech Audio Processing, vol. 6, pp. 445-455, Sept. 1998.
31. M. Slaney and R. F. Lyon, "On the importance of time - a temporal representation of sound," in Visual Representations of Speech Signals, M. P. Cooke, S. Beet, and M. Crawford, Eds. New York: Wiley, 1993, pp. 95-116.
32. D. L. Wang, "Primitive auditory segregation based on oscillatory correlation," Cogn. Sci., vol. 20, pp. 409-456, 1996.
33. D. L. Wang and G. J. Brown, "Separation of speech from interfering sounds based on oscillatory correlation," IEEE Trans. Neural Networks, vol. 10, pp. 684-697, May 1999.
34. M. Weintraub, "A Theory and Computational Model of Auditory Monaural Sound Separation," Ph.D. dissertation, Dept. Elect. Eng., Stanford Univ., Stanford, CA, 1985.
35. M. Wu, D. L. Wang, and G. J. Brown, "A multipitch tracking algorithm for noisy speech," IEEE Trans. Speech Audio Processing, vol. 11, pp. 229-241, May 2003.