Sensitivity of Pitch Frequency Estimation to Reverberation Effect | ||||
| Menoufia Journal of Electronic Engineering Research | ||||
| Article 6, Volume 29, Issue 1, January 2020, Page 50-55 PDF (1.04 MB) | ||||
| Document Type: Original Article | ||||
| DOI: 10.21608/mjeer.2020.69019 | ||||
 View on SCiNiTO | ||||
| Authors | ||||
| Badawi Neyazi Badawi Ghandour1; Adel Zaghloul Mahmoud2; Hoda Soliman Seddeq3; El-Sayed M. El-Rabie4; Moawad I. Dessouky4; Fathi E. Abd El-Samie4 | ||||
| 1Productivity and Vocational Training Department, Ministry of Industry, Egypt. | ||||
| 2Electronic and Communication Department, Faculty of Engineering, Zagazig University, Egypt. | ||||
| 3Acoustic Department, Housing and Building National Research Center, Egypt. | ||||
| 4Electronic and Communication Department, Faculty of Engineering, Menofia University, Egypt. | ||||
| Abstract | ||||
| This paper investigates the effect of reverberation on pitch frequency estimation. The autocorrelation function (ACF) method is used for pitch frequency estimation with and without reverberation effect. This paper modeled the reverberation effect on speech signal using a comb filter. The estimation error percentage of a comb filter at the length mild 8, moderate 10, and severe 12 in these scenarios have been investigated. The accuracy of the pitch frequency estimation is evaluated for the different scenarios for further accurate speech processing and verification. | ||||
| References | ||||
|
[1] Fundamental of marine acoustics edited by Jerald W. Caruthers.
[2] Kuttruff, Heinrich, 2007,( Acoustics An Introduction ), S. HirzelVerlag.
[3] J. Eaton, N. D. Gaubitch, and P. A. Naylor, “Noise-robust reverberation time estimation using spectral decay distributions with reduced computational cost,” Proc. IEEE Int. Conf. Acoust., Speech, and Signal Process.(ICASSP), pp. 161–165, 2013.
[4] B. Cauchi, H. Javed, T. Gerkmann, S. Doclo, S. Goetze, and P. Naylor, “Perceptual and instrumental evaluation of the perceived level of reverberation,” Proc. IEEE Int. Conf. Acoust., Speech, and Signal Process. (ICASSP), 2016.
[5] S.worral "Echo and Reverberation", based on an experiment devolved by Texas instrument Inc., 2007 and modified 2011.
[6] A.Álvarez, V. Nieto, P. Gómez, and R. Martínez, “Speech enhancement based on linear prediction error signals and spectral subtraction,”in Proc. Int. Workshop Acoust. Echo Noise Control, 2003, vol. 1, pp.123–126.
[7] Techniques FOR Noise Robustness IN Automatic Speech Recognition, first published 2013 © 2013 John Wiley & Sons, Ltd.
[8] Patrick A. Naylor · Nikolay D. Gaubitch Editors Speech De-reverberation
[9] Masashi Unoki and Sota Hiramatsu “MTF-based method of blind estimation of reverberation time in room acoustics” 16th European Signal Processing Conference (EUSIPCO 2008), Lausanne, Switzerland, August 25-29, 2008.
[10] Thomas D. Rossing Neville H. Fletcher, “Principles of Vibration and Sound”, Second Edition, New York : Springer, - Springer Nature Book Archives Millennium (2000-2004).
[11]Schroeder, M. R. (1962). "Natural sounding artificial reverberation", Journal of the Audio Engineering Society 10(3): 219-223. [13] Smith, J.O, “Physical Audio Signal Processing”, Nature Book, on web site, http://ccrma.stanford.edu/~jos/pasp/, online book, 2010 edition, accessed 26/5/2014. [14] tomohiro nakatani, takuya yoshioka, keisuke kinoshita, masato miyoshi, biing-hwang juang, “real-time speech enhancement in noisy reverberant multi-talker environments based on a location-independent room acoustics model”, IEEE international conference on acoustics, 2009.
[15] JON DATTORRO, “Effect Design -Part 1: Reverberator and other Filters,” J.Audio Eng. Soc. 45(19):660-684, (1997).
[16] A. Krueger and R. Haeb-Umbach, “A model-based approach to joint compensation of noise and reverberation for speech recognition,” in Robust Speech Recognition of Uncertain or Missing Data, Eds. Berlin, Heidelberg: Springer, 2011.
[17] Mark Kahrs, karelheinz Brandenburg,“Applications of Digital Signal Processing to Audio and Acoustics”, pp. 85–131. Kluwer, New York, USA (1998).
[18] Kiran P. Kamble, Manik K. Chavan, “Endorsement to Audio Recorded in Different Acoustic Environment with Feature as
Reverberation Time with Blind Reverberation Time Estimation Method”, IEEE International Conference on Acoustics, Dec 20-22, 2017
[19]Felicia Lim, Mark R. P. Thomas and Ivan J.Tashev,“blur kernel estimation approach to blind reverberation time estimation”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015.
[20] H. Kuttruff, “Room Acoustics”, Nature Book, London: Taylor & Francis Group, 2009.
[21] J.Eargle, “Handbook of Recording Engineering”, 4th Ed, Nature Book, New York: Springer, 2005
[22] https://reverb2014.dereverberation.com/data.html | ||||
|
Statistics Article View: 216 PDF Download: 157 |
||||
