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Computational bioacoustics: biodiversity monitoring and assessment

Computational bioacoustics: biodiversity monitoring and assessment
Kataloginformation
Feldname Details
Vorliegende Sprache eng
ISBN 978-1-61451-632-3
978-1-61451-729-0
Name Ganchev, Todor ¬[VerfasserIn]¬
T I T E L Computational bioacoustics
Zusatz zum Titel biodiversity monitoring and assessment
Verlagsort Boston ; Berlin
Verlag de Gruyter
Erscheinungsjahr [2017]
2017
Umfang 1 Online-Ressource (XVI, 250 Seiten) : Illustrationen
Reihe Speech technology and text mining in medicine and health care ; volume 4
Speech technology and text mining in medicine and health care
Band volume 4
Enthaltene Werke $tFrontmatter -- -- 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 ISBN 978-1-61451-966-9 eBook (EPUB)
ISBN 978-1-61451-631-6 eBook (PDF)
Klassifikation TEC004000
TEC007000
TEC059000
TEC001000
COM082000
LAN018000
LAN009000
620#DNB
333.95
620
QH541.15.B56
Kurzbeschreibung 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 co ...
2. Kurzbeschreibung 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
1. Schlagwortkette Bioakustik
Signalverarbeitung
Sprachverarbeitung
Computerunterstütztes Verfahren
ANZEIGE DER KETTE Bioakustik -- Signalverarbeitung -- Sprachverarbeitung -- Computerunterstütztes Verfahren
SWB-Titel-Idn 469985097
Signatur E-Book De Gruyter
Bemerkungen Elektronischer Volltext - Campuslizenz
Elektronische Adresse $uhttps://doi.org/10.1515/9781614516316
Internetseite / Link Volltext
Siehe auch Inhaltstext
Siehe auch Cover
Siehe auch Verlag
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