Title :
Vowel onset point based variable frame rate analysis for speech recognition
Author :
Khan, A. Nayeemulla ; Yegnanarayana, B.
Author_Institution :
Dept. of Comput. Sci. & Eng., Indian Inst. of Technol., Chennai, India
Abstract :
The consonant and transition regions around the vowel onset point hear important contextual cues for distinguishing between different classes of consonant vowel units. It is important to model these regions for improved speech recognition rates. Conventional fixed frame rate analysis does not distinguish between the different regions of the speech signal. In this paper we detail an approach to emphasize the consonant and transition regions in speech sounds using a variable frame rate, anchored around the vowel onset point. The usefulness of this technique is demonstrated on an isolated consonant-vowel recognition task for Indian languages.
Keywords :
natural languages; speech processing; speech recognition; Indian languages; consonant vowel recognition task; speech recognition; vowel onset point based variable frame rate analysis; Computer vision; Decision making; Entropy; Euclidean distance; Feature extraction; Limiting; Spectrogram; Speech analysis; Speech processing; Speech recognition;
Conference_Titel :
Intelligent Sensing and Information Processing, 2005. Proceedings of 2005 International Conference on
Print_ISBN :
0-7803-8840-2
DOI :
10.1109/ICISIP.2005.1529483