DocumentCode :
1863456
Title :
A measure of aperiodicity and periodicity in speech
Author :
Deshmukh, Om ; Wilson, Carol Espy
Author_Institution :
Dept. of Electron. Comput. Eeng., Maryland Univ., College Park, MD, USA
Volume :
1
fYear :
2003
fDate :
6-9 July 2003
Abstract :
In this paper, we discuss a direct measure for aperiodic energy and periodic energy in speech signals. Most measures for aperiodicity have been indirect, such as zero crossing rate, high- frequency energy and the ratio of high-frequency energy to low- frequency energy. Such indirect measurements will usually fail in situations where there is both strong periodic and aperiodic energy in the speech signal, as in the case of some voiced fricatives or when there is a need to distinguish between high frequency periodic versus high frequency aperiodic energy. We propose an AMDF based temporal method to estimate directly the amount of periodic and aperiodic energy in the speech signal. The algorithm also gives an estimate of the pitch period in periodic regions.
Keywords :
speech processing; aperiodic energy; aperiodicity; high- frequency energy; periodic regions; pitch period; speech signals; zero crossing rate; Acoustic noise; Databases; Educational institutions; Energy measurement; Frequency measurement; Noise measurement; Oral communication; Signal analysis; Signal processing algorithms; Speech analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
Type :
conf
DOI :
10.1109/ICME.2003.1220935
Filename :
1220935
Link To Document :
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