Searching Speech Databases

Features, Techniques and Evaluation Measures
1. Auflage 2019
ISBN: 978-3-319-97760-7
Verlag: Springer International Publishing

Buch, Englisch, 76 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 149 g

Reihe: SpringerBriefs in Speech Technology

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.

Zielgruppe

Research

Autoren/Hrsg.

G, Deekshitha

Mary, Leena

Fachgebiete

• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik EDV | Informatik Informatik Tonsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Information Retrieval
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung

Inhaltsverzeichnis

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.

Über Autor(innen)

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.