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Searching Speech Databases

Features, Techniques and Evaluation Measures

  • Book
  • © 2019

Overview

Authors:
  1. Leena Mary

    1. Department of Electronics & Communication Engineering, Government Engineering College, Idukki, India

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  2. Deekshitha G

    1. Department of Electronics and Communication Engineering, Rajiv Gandhi Institute of Technology, Kottayam, India

    View author publications

    You can also search for this author in PubMed   Google Scholar

  • Examines available audio search techniques for finding information in large speech databases
  • Useful for system developers, academic and research community
  • Presents various features, their representations, evaluation measures, and techniques for searching in speech databases

Part of the book series: SpringerBriefs in Speech Technology (BRIEFSSPEECHTECH)

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Table of contents (5 chapters)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. Audio Search Techniques

    • Leena Mary, Deekshitha G
    Pages 1-12

  3. Evaluation Measures for Audio Search

    • Leena Mary, Deekshitha G
    Pages 13-21

  4. Features, Representations, and Matching Techniques for Audio Search

    • Leena Mary, Deekshitha G
    Pages 23-44

  5. Keyword Spotting Techniques

    • Leena Mary, Deekshitha G
    Pages 45-60

  6. Spoken Term Detection Techniques

    • Leena Mary, Deekshitha G
    Pages 61-70

  7. Back Matter

    Pages 71-76
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Keywords

About this book

This book presents techniques  for audio search, aimed to  retrieve information from massive speech databases by using audio query words. The authors examine different features, techniques and evaluation measures attempted by researchers around the world. The topics covered also include available databases, software / tools, patents / copyrights, and different platforms for benchmarking. The content is relevant for developers, academics, and students.​

Authors and Affiliations

  • Department of Electronics & Communication Engineering, Government Engineering College, Idukki, India

    Leena Mary

  • Department of Electronics and Communication Engineering, Rajiv Gandhi Institute of Technology, Kottayam, India

    Deekshitha G

About the authors

Dr. Leena Mary received her Ph.D. from the Indian Institute of Technology, Madras. She is a professor at Rajiv Gandhi Institute of Technology, Kottayam, Kottayam with expertise in Human-computer Interaction. Her research achievements include completion of 3 sponsored projects & two ongoing (funded by government agencies), Development of Centre for Advanced Signal Processing (CASP) Research Lab funded by CERD, Govt. of Kerala. She has published several research papers and a book on Extraction and Representation of Prosody for Speaker, Speech and Language Recognition by Springer.

Dr. Deekshitha G. graduated in Advanced Communication and Information Systems from Rajiv Gandhi Institute of Technology, Kottayam, Kerala. He was previously a research scholar at Advanced Digital Signal Processing Lab, Dept. of ECE, RIT Kottayam, Kerala and at RIT, Kottayam, Kerala. His areas of interest include image processing and speech processing. He has published several papers in journals and conference proceedings.

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