International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (MAVEBA 1999) Florence, Italy September 1-3, 1999

From Signal Processing to Speech Processing Analysis by Neuro-Fuzzy Expert System for Automatic Diagnosis

Mariaisabella Colli, Roberto Mondino, Enrico Ozzano, Alfredo Sacchi

Department of Energetic, Polytechnic of Turin, Torino, Italy

An artificial method to analyse voice and speech, for automated diagnosis, is developed. Neuro-fuzzy expert system and a three-layer perceptron were used to classify phoniatric signals into four categories of disease. Simulation of the two different systems are referred, in order to show advantages and disadvantages of each system.

Index Terms. speech processing, signal processing analysis, fuzzy expert system neural networks, neural networks,

Full Paper

Bibliographic reference.  Colli, Mariaisabella / Mondino, Roberto / Ozzano, Enrico / Sacchi, Alfredo (1999): "From signal processing to speech processing analysis by neuro-fuzzy expert system for automatic diagnosis", In MAVEBA-1999, 140-143.