Speech Processing, Recognition and Artificial Neural Networks contains papers from leading researchers and selected students, discussing the experiments, theories and perspectives of acoustic phonetics as well as the latest techniques in the field of spe ech science and technology. Topics covered in this book include; Fundamentals of Speech Analysis and Perceptron; Speech Processing; Shastic Models for Speech; Auditory and Neural Network Models for Speech; Task-Oriented Applications of Automatic Speech Recognition and Synthesis.
|Edition description:||1st Edition.|
|Product dimensions:||6.10(w) x 9.25(h) x 0.03(d)|
Table of Contents
Section 1 - Fundamentals of Speech Analysis and Perceptron: Articulatory Constraints on Distinctive Features - John Ohala. "Herr Möller viv&rgrave;a Taranto con i suoi colleghi austriaci" Investigations on a fragment of Italian Phonology - Andrea Calabrese. Acoustic Analysis and Perception of Classes of Sounds (vowels and consonants) - Maria Gabriella Di Benedetto, Anna Esposito. Speech and Voice Perception: Beyond Pattern Recognition - Jean-Sylvain Liinard.- Section 2 - Speech Processing: Analysis in Automatic Recognition of Speech - Hynek Hermansky. Speech Production and Perception Models and their Applications to Synthesis, Recognition, and Coding - A. Alwan, S. Narayanan, B. Strope, A. Shen.- Section 3 - Shastic Models for Speech: Statistical Methods for Automatic Speech Recognition - Renato De Mori. Statistical Modelling: from Speech Recognition to Text Translation - Hermann Ney. Continuous Speech Recognition with Neural Networks: An Application to Railway Timetables Enquires - Dario Albesano, Franco Mana, Roberto Gemello. Multi-Level Multi-Decision Model for Automatic Speech Recognition and Understanding - Taras K. Vintsiuk. Generative Models for Automatic Speech Recognition, Understanding and Synthesis - Taras K. Vintsiuk. Speech Modelling Virtual Laboratory - Mykola Sazhok.- Section 4 - Auditory and Neural Network Models for Speech: Auditory Modeling and Neural Networks - Piero Cosi. Neural Networks for Automatic Speech Recognition: a Review - Jean-Paul Haton. Preprocessing and Classification of English Stops Nasals and Fricatives - Anna Esposito, Graziano Izzo, Maria Marinaro. Self-Organizing Feature Maps for Arabic Phonemes - M.A. Al-Sulaiman, S.I. Ahson, M.I. Al-Kanhal.- Section 5 - Task-Oriented Applications of Automatic Speech Recognition and Synthesis: Towards Fully Automatic Speech Processing Techniques for Interactive Voice Servers - Girard Chollet, Jan Cernocky, Guillaume Gravier, Jean Hennebert, Dijana Petrovska, Frangois Yvon. Multi-modal Speech Synthesis with Applications - Björn Granström.