Computational Bioacoustics : : Biodiversity Monitoring and Assessment / / Todor Ganchev.
This book offers an overview of some recent advances in the Computational Bioacoustics methods and technology. In the focus of discussion is the pursuit of scalability, which would facilitate real-world applications of different scope and purpose, such as wildlife monitoring, biodiversity assessment...
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Place / Publishing House: | Berlin ;, Boston : : De Gruyter, , [2017] ©2017 |
Year of Publication: | 2017 |
Language: | English |
Series: | Speech Technology and Text Mining in Medicine and Health Care ,
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Physical Description: | 1 online resource (XIII, 222 p.) |
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Ganchev, Todor, author. aut http://id.loc.gov/vocabulary/relators/aut Computational Bioacoustics : Biodiversity Monitoring and Assessment / Todor Ganchev. Berlin ; Boston : De Gruyter, [2017] ©2017 1 online resource (XIII, 222 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Speech Technology and Text Mining in Medicine and Health Care , 2329-5198 ; 4 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 restricted access http://purl.org/coar/access_right/c_16ec online access with authorization star This book offers an overview of some recent advances in the Computational Bioacoustics methods and technology. In the focus of discussion is the pursuit of scalability, which would facilitate real-world applications of different scope and purpose, such as wildlife monitoring, biodiversity assessment, pest population control, and monitoring the spread of disease transmitting mosquitoes. The various tasks of Computational Bioacoustics are described and a wide range of audio parameterization and recognition tasks related to the automated recognition of species and sound events is discussed. Many of the Computational Bioacoustics methods were originally developed for the needs of speech, audio, or image processing, and afterwards were adapted to the requirements of automated acoustic recognition of species, or were elaborated further to address the challenges of real-world operation in 24/7 mode. The interested reader is encouraged to follow the numerous references and links to web resources for further information and insights. This book is addressed to Software Engineers, IT experts, Computer Science researchers, Bioacousticians, and other practitioners concerned with the creation of new tools and services, aimed at enhancing the technological support to Computational Bioacoustics applications. This book offers an overview of some recent advances in the Computational Bioacoustics methods and technology. In the focus of discussion is the pursuit of scalability, which would facilitate real-world applications of different scope and purpose, such as wildlife monitoring, biodiversity assessment, pest population control, and monitoring the spread of disease transmitting mosquitoes. The various tasks of Computational Bioacoustics are described and a wide range of audio parameterization and recognition tasks related to the automated recognition of species and sound events is discussed. Many of the Computational Bioacoustics methods were originally developed for the needs of speech, audio, or image processing, and afterwards were adapted to the requirements of automated acoustic recognition of species, or were elaborated further to address the challenges of real-world operation in 24/7 mode. The interested reader is encouraged to follow the numerous references and links to web resources for further information and insights. This book is addressed to Software Engineers, IT experts, Computer Science researchers, Bioacousticians, and other practitioners concerned with the creation of new tools and services, aimed at enhancing the technological support to Computational Bioacoustics applications. STTM, Speech Technology and Text Mining in Medicine and Health Care This series demonstrates how the latest advances in speech technology and text mining positively affect patient healthcare and, in a much broader sense, public health at large. New developments in text mining methods have allowed health care providers to monitor a large population of patients at any time and from any location. Employing advanced summarization techniques, patient data can be readily extracted from extensive clinical documents in electronic health records and immediately made available to the physician. These same summarization techniques can also aid the healthcare provider in extracting from the large corpora of medical literature the relevant information for treating the patient. The series topics include the design and acceptance of speech-enabled robots that assist in the operating room, studies of signal processing and acoustic modeling for speech and communication disorders, advanced statistical speech enhancement methods for creating synthetic voice, and technologies for addressing speech and language impairments. Titles in the Series consist of both authored books and edited contributions. All authored books and contributed works are peer-reviewed. The Series is for speech scientists and speech engineers, machine learning experts, biomedical engineers, medical speech pathologists, linguists, and healthcare professionals Issued also in print. Mode of access: Internet via World Wide Web. In English. Description based on online resource; title from PDF title page (publisher's Web site, viewed 28. Feb 2023) Animal communication. Biodiversity Monitoring. Biodiversity. Environmental monitoring. Pattern recognition systems. Sound. elecktrotechnik. speech technology. sprachverarbeitung. Technology & Engineering / Acoustics & Sound. bisacsh Speech Processing. signal processing. Title is part of eBook package: De Gruyter DG Plus DeG Package 2017 Part 1 9783110762495 Title is part of eBook package: De Gruyter DG Plus eBook-Package 2017 9783110719543 Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2017 9783110540550 ZDB-23-DGG Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE ENGLISH 2017 9783110625264 Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2017 9783110547757 ZDB-23-DEI EPUB 9781614519669 print 9781614517290 https://doi.org/10.1515/9781614516316 https://www.degruyter.com/isbn/9781614516316 Cover https://www.degruyter.com/document/cover/isbn/9781614516316/original |
language |
English |
format |
eBook |
author |
Ganchev, Todor, Ganchev, Todor, |
spellingShingle |
Ganchev, Todor, Ganchev, Todor, Computational Bioacoustics : Biodiversity Monitoring and Assessment / Speech Technology and Text Mining in Medicine and Health Care , 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 |
author_facet |
Ganchev, Todor, Ganchev, Todor, |
author_variant |
t g tg t g tg |
author_role |
VerfasserIn VerfasserIn |
author_sort |
Ganchev, Todor, |
title |
Computational Bioacoustics : Biodiversity Monitoring and Assessment / |
title_sub |
Biodiversity Monitoring and Assessment / |
title_full |
Computational Bioacoustics : Biodiversity Monitoring and Assessment / Todor Ganchev. |
title_fullStr |
Computational Bioacoustics : Biodiversity Monitoring and Assessment / Todor Ganchev. |
title_full_unstemmed |
Computational Bioacoustics : Biodiversity Monitoring and Assessment / Todor Ganchev. |
title_auth |
Computational Bioacoustics : Biodiversity Monitoring and Assessment / |
title_alt |
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 |
title_new |
Computational Bioacoustics : |
title_sort |
computational bioacoustics : biodiversity monitoring and assessment / |
series |
Speech Technology and Text Mining in Medicine and Health Care , |
series2 |
Speech Technology and Text Mining in Medicine and Health Care , |
publisher |
De Gruyter, |
publishDate |
2017 |
physical |
1 online resource (XIII, 222 p.) Issued also in print. |
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 |
isbn |
9781614516316 9783110762495 9783110719543 9783110540550 9783110625264 9783110547757 9781614519669 9781614517290 |
issn |
2329-5198 ; |
callnumber-first |
Q - Science |
callnumber-subject |
QH - Natural History and Biology |
callnumber-label |
QH541 |
callnumber-sort |
QH 3541.15 B56 G 42017 |
url |
https://doi.org/10.1515/9781614516316 https://www.degruyter.com/isbn/9781614516316 https://www.degruyter.com/document/cover/isbn/9781614516316/original |
illustrated |
Not Illustrated |
dewey-hundreds |
300 - Social sciences |
dewey-tens |
330 - Economics |
dewey-ones |
333 - Economics of land & energy |
dewey-full |
333.95 |
dewey-sort |
3333.95 |
dewey-raw |
333.95 |
dewey-search |
333.95 |
doi_str_mv |
10.1515/9781614516316 |
oclc_num |
992454078 |
work_keys_str_mv |
AT ganchevtodor computationalbioacousticsbiodiversitymonitoringandassessment |
status_str |
n |
ids_txt_mv |
(DE-B1597)253058 (OCoLC)992454078 |
carrierType_str_mv |
cr |
hierarchy_parent_title |
Title is part of eBook package: De Gruyter DG Plus DeG Package 2017 Part 1 Title is part of eBook package: De Gruyter DG Plus eBook-Package 2017 Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2017 Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE ENGLISH 2017 Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2017 |
is_hierarchy_title |
Computational Bioacoustics : Biodiversity Monitoring and Assessment / |
container_title |
Title is part of eBook package: De Gruyter DG Plus DeG Package 2017 Part 1 |
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