Hierarchical Neural Network Structures for Phoneme Recognition

• Κύριοι συγγραφείς: Vasquez, Daniel (Συγγραφέας), Gruhn, Rainer (Συγγραφέας), Minker, Wolfgang (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Σειρά: Signals and Communication Technology,
• Θέματα: Engineering.; User interfaces (Computer systems).; Computational linguistics.; Computational intelligence.; Signal, Image and Speech Processing.; User Interfaces and Human Computer Interaction.; Computational Intelligence.; Language Translation and Linguistics.

In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are evaluated on the phoneme recognition task where a  Hybrid Hidden Markov Model/Artificial Neural Network paradigm is used. The baseline hierarchical scheme consists o...