Mary, Leena.
Searching Speech Databases Features, Techniques and Evaluation Measures / [electronic resource] : by Leena Mary, Deekshitha G. - 1st ed. 2019. - XII, 76 p. 39 illus., 3 illus. in color. online resource. - SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning, 2191-7388 . - SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning, .
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.
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.
9783319977614
10.1007/978-3-319-97761-4 doi
Signal processing.
Computational linguistics.
Natural language processing (Computer science).
Database management.
Signal, Speech and Image Processing .
Computational Linguistics.
Natural Language Processing (NLP).
Database Management.
TK5102.9
621.382
Searching Speech Databases Features, Techniques and Evaluation Measures / [electronic resource] : by Leena Mary, Deekshitha G. - 1st ed. 2019. - XII, 76 p. 39 illus., 3 illus. in color. online resource. - SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning, 2191-7388 . - SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning, .
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.
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.
9783319977614
10.1007/978-3-319-97761-4 doi
Signal processing.
Computational linguistics.
Natural language processing (Computer science).
Database management.
Signal, Speech and Image Processing .
Computational Linguistics.
Natural Language Processing (NLP).
Database Management.
TK5102.9
621.382