Title :
Statistic evaluation of various speech parameters for phonemes in Slovak language
Author :
Ján Kőrösi;Juraj Vojtko;Gregor Rozinaj
Author_Institution :
Department of Telecommunications, Faculty of Electrical Engineering and Information Technology, Slovak University of Technology, Ilkovič
Abstract :
In the following paper we present statistic information of parameters of speech units. Some parameters provide ability to distinguish phonemes to groups. We try to find feature which can do this separation and can be used in our next research. For data extraction we used SKK2 database of clear speech. Analysis was focused on phonemes and their parameters like energy, zero-crossing rate, MFCC, PLP, etc. Tables in paper demonstrate options of separation to groups from several views.
Keywords :
"Speech","Speech recognition","Mel frequency cepstral coefficient","Databases","Hidden Markov models","Training","Data visualization"
Conference_Titel :
ELMAR, 2010 PROCEEDINGS
Print_ISBN :
978-1-4244-6371-8