Searching Speech Databases Features, Techniques and Evaluation Measures

Searching Speech Databases Features, Techniques and Evaluation Measures / by Leena Mary, Deekshitha G.

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 data...

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Bibliographic Details
Main Authors: Mary, Leena (Author), G, Deekshitha (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
Edition:1st ed. 2019.
Series:SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
Springer eBook Collection.
Subjects:
Signal processing.
Image processing.
Speech processing systems.
Computational linguistics.
Natural language processing (Computer science).
Database management.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Introduction
  • Audio Search Techniques
  • Classification of Audio Search Techniques
  • Database and Evaluation Metrics
  • Features for Audio Search
  • Techniques for Audio Search
  • Systems for Keyword Spotting
  • Systems for Spoken Term Detection
  • Systems for Query by Example
  • Conclusion.

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