DocumentCode
3670720
Title
Software for generation and analysis of vowel polygons
Author
Miroslav Stanek
Author_Institution
Department of Radio Electronics, Brno University of Technology, Brno, Czech Republic
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
721
Lastpage
724
Abstract
This paper presents developed software generating and analyzing vowel polygons. The speaker independent software was developed in MATLAB environment, uses both Mahalanobis distance between vowels based on mel-cepstral coefficients and also feed-forward neural network for vowel recognition in fluent speech in Czech language. Format frequencies were estimated using LPC spectra. In relevant formant planes, all possible polygons are created by formant positions extracted from found vowels. In the comparison with other formant processing programs, described software uses formant polygon as an integral unit not each individual formant separately for the analysis. Developed program can be useful in speaker identification, recognition of actual emotional state of speaker, investigation into some illnesses and other speech processing applications.
Keywords
"Speech","Speech recognition","Speech processing","Software","Algorithm design and analysis","Graphical user interfaces"
Publisher
ieee
Conference_Titel
Telecommunications and Signal Processing (TSP), 2015 38th International Conference on
Type
conf
DOI
10.1109/TSP.2015.7296358
Filename
7296358
Link To Document