Title :
Applications of neural networks in speech processing for Romanian language
Author :
Gavat, Inge ; Dumitru, Corneliu Octavian ; Costache, Gabriel Nicolae
Author_Institution :
Univ. "Politehnica" of Bucharest, Romania
Abstract :
In the paper is presented our work concerning speech processing by neural networks. A combination of Kohonen maps and multilayer perceptrons is applied in a word spotting task. A hierarchical segmentation procedure for continuous speech is realized with multilayer perceptrons, Kohonen maps and radial basis function networks. A neuro-statistical structure for isolated word recognition and a neuro-fuzzy hybrid for vowel recognition are analyzed.
Keywords :
fuzzy neural nets; multilayer perceptrons; radial basis function networks; self-organising feature maps; speech processing; statistical analysis; Kohonen maps; Romanian language speech processing; continuous speech; hierarchical segmentation procedure; isolated word recognition; multilayer perceptrons; neural networks; neural statistical structure; neuro-fuzzy hybrid; radial basis function networks; vowel recognition; word spotting task; Intelligent networks; Natural languages; Neural networks; Recurrent neural networks; Speech processing; Speech recognition; Strontium; Support vector machine classification; Support vector machines; Vocabulary;
Conference_Titel :
Neural Network Applications in Electrical Engineering, 2002. NEUREL '02. 2002 6th Seminar on
Print_ISBN :
0-7803-7593-9
DOI :
10.1109/NEUREL.2002.1057969
