DocumentCode :
404337
Title :
Musical pitch tracking using internal model control based frequency cancellation
Author :
Zhenyu Zhao ; Brown, Lyndon I.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Western Ontario, London, Ont., Canada
Volume :
5
fYear :
2003
fDate :
9-12 Dec. 2003
Firstpage :
5544
Abstract :
A new method for pitch estimation of musical sound signal is presented in this paper. This method is based on the behavior of a notch filter in an error feedback system, and was first developed for identification of periodic signals with uncertain frequency. Unlike many previous methods, which are based on frequency representation in time window of the music signal, our algorithm is based on instantaneous ´measurements´ of the frequency in real-time. Because of the high accuracy of the frequencies and the magnitudes we obtained, this method may also be used to verify the types of the instruments and even the vibratos. Simulation results show that the presented approach operates reliably in monophonic case with a highly accurate frequency estimation. The same method has been extended to the polyphonic setting. At present, we are restricting input with a relatively strong fundamental frequency. This paper is a progress report, we hope to extend our work greatly in the future.
Keywords :
acoustic waves; feedback; frequency control; frequency estimation; musical instruments; notch filters; speech recognition; tracking filters; error feedback system; frequency cancellation; frequency estimation; internal model control; musical instruments; musical pitch tracking; musical sound signal; notch filter; uncertain frequency; vibratos; Artificial intelligence; Autocorrelation; Computer errors; Feedback control; Frequency domain analysis; Instruments; Multiple signal classification; Music; Programmable control; Signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
ISSN :
0191-2216
Print_ISBN :
0-7803-7924-1
Type :
conf
DOI :
10.1109/CDC.2003.1272520
Filename :
1272520
Link To Document :
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