New wavelet-based pitch detection method for human-robot voice interface

Speech activated interface between human and autonomous/semi-autonomous systems requires accurate voice detection and recognition. In this area, pitch and end-point detection is of vital importance. This paper presents a new method for pitch detection based on the phase of the continuous wavelet transform. The advantage of the proposed technique is that it can serve not only as an accurate pitch detector, but also can offer an efficient solution to the end-point detection problem. Experimental results are provided for the detection of pitch periods and end points in a neural-network based voice enabled wheelchair system.

[1]  Xhao Zhijin,et al.  A new pitch detection method , 2000, WCC 2000 - ICSP 2000. 2000 5th International Conference on Signal Processing Proceedings. 16th World Computer Congress 2000.

[2]  R. F. Favero Compound wavelets: wavelets for speech recognition , 1994, Proceedings of IEEE-SP International Symposium on Time- Frequency and Time-Scale Analysis.

[3]  A. Shah,et al.  Robust pitch estimation using an event based adaptive Gaussian derivative filter , 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

[4]  Jelena Kovacevic,et al.  Wavelets and Subband Coding , 2013, Prentice Hall Signal Processing Series.

[5]  Shubha Kadambe,et al.  Application of the wavelet transform for pitch detection of speech signals , 1992, IEEE Trans. Inf. Theory.

[6]  Frank J. Owens Signal processing of speech , 1993 .

[7]  Gang Xu,et al.  Pitch estimation based on Circular AMDF , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[8]  Wolfram Burgard,et al.  MINERVA: a second-generation museum tour-guide robot , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[9]  Wolfgang Hess,et al.  Pitch Determination of Speech Signals , 1983 .

[10]  Ingrid Daubechies,et al.  The wavelet transform, time-frequency localization and signal analysis , 1990, IEEE Trans. Inf. Theory.

[11]  Sung-Il Yang,et al.  Speaker verification system using hybrid model with pitch detection by wavelets , 1998, Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis (Cat. No.98TH8380).

[12]  N. A. Kader Pitch detection algorithm using a wavelet correlation model , 2000, Proceedings of the Seventeenth National Radio Science Conference. 17th NRSC'2000 (IEEE Cat. No.00EX396).

[13]  Yoshiaki Shirai,et al.  Human-robot interface by verbal and nonverbal behaviors , 1998, Proceedings. 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, Practice and Applications (Cat. No.98CH36190).

[14]  Roland Siegwart,et al.  Voice enabled interface for interactive tour-guide robots , 2002 .

[15]  Mohammad S. Obaidat,et al.  Wavelet algorithm for the estimation of pitch period of speech signal , 1996, Proceedings of Third International Conference on Electronics, Circuits, and Systems.

[16]  LI Jing,et al.  A pitch detector based on the dyadic wavelet transform and the autocorrelation function , 2002, 6th International Conference on Signal Processing, 2002..