Title :
Algorithm for automatic glottal waveform estimation without the reliance on precise glottal closure information
Author :
Moore, Elliot ; Clements, Mark
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
An automated glottal waveform estimation algorithm is presented that improves on a previous manual glottal extraction technique which produced excellent glottal waveform estimates. The algorithm uses only basic approximations of glottal closure regions and successive iterations to find the best candidate for a glottal waveform estimate within a speech frame. Visual comparisons of the glottal waveform estimates created by the algorithm and those generated from the use of glottal closure information provided by an electroglottograph (EGG) reveal that the algorithm produced virtually identical estimates.
Keywords :
approximation theory; iterative methods; parameter estimation; speech processing; automatic glottal waveform estimation; basic approximations; electroglottograph; glottal closure information; speech analysis; speech frame; successive iterations; Acoustic sensors; Acoustic waves; Data mining; Manuals; Performance analysis; Phase estimation; Signal analysis; Signal processing; Speech analysis; Yield estimation;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1325932