Hierarchical Neural Network Structures for Phoneme Recognition

• Main Authors: Vasquez, Daniel (Author), Gruhn, Rainer (Author), Minker, Wolfgang (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Series: Signals and Communication Technology,
• Subjects: 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...