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Speech, Audio, Image and Biomedical Signal Processing using Neural Networks

  • Book
  • © 2008

Overview

Editors:
  1. Bhanu Prasad

    1. Department of Computer and Information Sciences, Florida A&M University, Tallahassee, USA

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  2. S. R. Mahadeva Prasanna

    1. Department of Electronics and Communication Engineering, Indian Institute of Technology Guwahati, Guwahati, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Presents advances and surveys on the applications of artificial neural networks in the areas of speech, audio, image, and biomedical signal processing
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 83)

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Table of contents (18 chapters)

  1. Front Matter

    Pages I-X
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  2. Information Theoretic Feature Selection and Projection

    • Deniz Erdogmus, Umut Ozertem, Tian Lan
    Pages 1-22

  3. Recognition of Tones in YorÙbÁ Speech: Experiments With Artificial Neural Networks

    • Ọdétúnjí Àjàdí ỌDélọBí
    Pages 23-47

  4. Emotion Recognition from Speech Using Multi-Classifier Systems and RBF-Ensembles

    • Stefan Scherer, Friedhelm Schwenker, Günther Palm
    Pages 49-70

  5. Modeling Supra-Segmental Features of Syllables Using Neural Networks

    • K. Sreenivasa Rao
    Pages 71-95

  6. Objective Speech Quality Evaluation Using an Adaptive Neuro-Fuzzy Network

    • Guo Chen, Vijay Parsa
    Pages 97-116

  7. A Novel Approach to Language Identification Using Modified Polynomial Networks

    • Hemant A. Patil, T. K. Basu
    Pages 117-143

  8. Speech/Non-Speech Classification in Hearing Aids Driven by Tailored Neural Networks

    • Enrique Alexandre, Lucas Cuadra, Manuel Rosa-Zurera, Francisco López-Ferreras
    Pages 145-167

  9. Audio Signal Processing

    • Preeti Rao
    Pages 169-189

  10. Democratic Liquid State Machines for Music Recognition

    • Leo Pape, Jornt de Gruijl, Marco Wiering
    Pages 191-215

  11. Color Transfer and its Applications

    • Arvind Nayak, Subhasis Chaudhuri, Shilpa Inamdar
    Pages 217-241

  12. A Neural Approach to Unsupervised Change Detection of Remote-Sensing Images

    • Susmita Ghosh, Swarnajyoti Patra, Ashish Ghosh
    Pages 243-268

  13. Fisher Linear Discriminant Analysis and Connectionist Model for Efficient Image Recognition

    • V N Manjunath Aradhya, G Hemantha Kumar, S Noushath
    Pages 269-282

  14. Detection and Recognition of Human Faces and Facial Features

    • Miloš Oravec, Gregor Rozinaj, Marian Beszédeš
    Pages 283-305

  15. Classification of Satellite Images with Regularized AdaBoosting of RBF Neural Networks

    • Gustavo Camps-Valls, Antonio Rodrigo-González
    Pages 307-326

  16. Convolutional Neural Networks for Image Processing with Applications in Mobile Robotics

    • Matthew Browne, Saeed Shiry Ghidary, Norbert Michael Mayer
    Pages 327-349

  17. SVM Based Adaptive Biometric Image Enhancement Using Quality Assessment

    • Mayank Vatsa, Richa Singh, Afzel Noore
    Pages 351-371

  18. Segmentation and Classification of Leukocytes Using Neural Networks: A Generalization Direction

    • Pedro Rodrigues, Manuel Ferreira, João Monteiro
    Pages 373-396

  19. A Closed Loop Neural Scheme to Control Knee Flex-Extension Induced by Functional Electrical Stimulation: Simulation Study and Experimental Test on a Paraplegic Subject

    • Simona Ferrante, Alessandra Pedrocchi, Giancarlo Ferrigno
    Pages 397-419
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Keywords

About this book

Humans are remarkable in processing speech, audio, image and some biomedical signals. Artificial neural networks are proved to be successful in performing several cognitive, industrial and scientific tasks. This peer reviewed book presents some recent advances and surveys on the applications of artificial neural networks in the areas of speech, audio, image and biomedical signal processing. It consists of 18 chapters prepared by some reputed researchers and practitioners around the globe.

Editors and Affiliations

  • Department of Computer and Information Sciences, Florida A&M University, Tallahassee, USA

    Bhanu Prasad

  • Department of Electronics and Communication Engineering, Indian Institute of Technology Guwahati, Guwahati, India

    S. R. Mahadeva Prasanna

Bibliographic Information

  • Book Title: Speech, Audio, Image and Biomedical Signal Processing using Neural Networks

  • Editors: Bhanu Prasad, S. R. Mahadeva Prasanna

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-540-75398-8

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2008

  • Hardcover ISBN: 978-3-540-75397-1Published: 03 January 2008

  • Softcover ISBN: 978-3-642-09467-5Published: 20 November 2010

  • eBook ISBN: 978-3-540-75398-8Published: 25 December 2007

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 419

  • Topics: Artificial Intelligence, Mathematical and Computational Engineering

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