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Computational bioacoustics : biodiversity monitoring and assessment / Todor Dimitrov Ganchev.

By: Material type: TextTextSeries: Speech technology and text mining in medicine and healthcare ; v. 4.Publisher: Boston : Walter de Gruyter Inc., [2017]Copyright date: ©2017Description: 1 online resource (xii, 222 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781614516316
  • 1614516316
  • 9781614519669
  • 1614519668
Subject(s): Additional physical formats: Print version:: Computational bioacoustics.DDC classification:
  • 333.95 23
LOC classification:
  • QH541.15.B56 G36 2017
NLM classification:
  • QH 541.15.E265
Online resources:
Contents:
Frontmatter -- Abstract -- Preface -- Contents -- Acronyms -- 1. Introduction -- 2. Why computational bioacoustics? -- 3. Definition of tasks -- 4. Acoustic libraries -- 5. One-dimensional audio parameterization -- 6. Two-dimensional audio parameterization -- 7. Audio recognizers -- 8. Application examples -- 9. Useful resources -- Epilogue -- References -- Index.
Summary: Latest advances in signal processing and machine learning methods for speech and audio processing. Coverage of various methods and techniques for measuring and calibrating auditory communication. Includes technology, methods and good practices in computational bioacoustics. The book covers the fundamentals and applications of computational bioacoustics in monitoring and control applications. The work provides a thorough discussion of cross-disciplinary research, including new engineering technology with a discussion of codes and demos illustrating the application of various audio parameterization and machine learning techniques on the task of automated recognition and monitoring. The concepts can be used in monitoring of healthcare patients, but can also be used in broader biodiversity monitoring and assessment. --Provided by publisher.
Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
eBook eBook e-Library EBSCO Technology Available
Total holds: 0

Print version record.

Includes bibliographical references and index.

Latest advances in signal processing and machine learning methods for speech and audio processing. Coverage of various methods and techniques for measuring and calibrating auditory communication. Includes technology, methods and good practices in computational bioacoustics. The book covers the fundamentals and applications of computational bioacoustics in monitoring and control applications. The work provides a thorough discussion of cross-disciplinary research, including new engineering technology with a discussion of codes and demos illustrating the application of various audio parameterization and machine learning techniques on the task of automated recognition and monitoring. The concepts can be used in monitoring of healthcare patients, but can also be used in broader biodiversity monitoring and assessment. --Provided by publisher.

Frontmatter -- Abstract -- Preface -- Contents -- Acronyms -- 1. Introduction -- 2. Why computational bioacoustics? -- 3. Definition of tasks -- 4. Acoustic libraries -- 5. One-dimensional audio parameterization -- 6. Two-dimensional audio parameterization -- 7. Audio recognizers -- 8. Application examples -- 9. Useful resources -- Epilogue -- References -- Index.

Added to collection customer.56279.3

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