Computational Bioacoustics

Computational Bioacoustics
Title Computational Bioacoustics PDF eBook
Author Todor Ganchev
Publisher Walter de Gruyter GmbH & Co KG
Pages 344
Release 2017-06-26
Genre Technology & Engineering
ISBN 1614519668

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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

Computational Analysis of Sound Scenes and Events

Computational Analysis of Sound Scenes and Events
Title Computational Analysis of Sound Scenes and Events PDF eBook
Author Tuomas Virtanen
Publisher Springer
Pages 417
Release 2017-09-21
Genre Technology & Engineering
ISBN 331963450X

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This book presents computational methods for extracting the useful information from audio signals, collecting the state of the art in the field of sound event and scene analysis. The authors cover the entire procedure for developing such methods, ranging from data acquisition and labeling, through the design of taxonomies used in the systems, to signal processing methods for feature extraction and machine learning methods for sound recognition. The book also covers advanced techniques for dealing with environmental variation and multiple overlapping sound sources, and taking advantage of multiple microphones or other modalities. The book gives examples of usage scenarios in large media databases, acoustic monitoring, bioacoustics, and context-aware devices. Graphical illustrations of sound signals and their spectrographic representations are presented, as well as block diagrams and pseudocode of algorithms.

Advances in Ubiquitous Computing

Advances in Ubiquitous Computing
Title Advances in Ubiquitous Computing PDF eBook
Author Amy Neustein
Publisher Academic Press
Pages 338
Release 2020-04-07
Genre Science
ISBN 0128168943

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Advances in Ubiquitous Computing: Cyber-Physical Systems, Smart Cities and Ecological Monitoring debuts some of the newest methods and approaches to multimodal user-interface design, safety compliance, formal code verification and deployment requirements, as they pertain to cyber-physical systems, smart homes and smart cities, and biodiversity monitoring. In this anthology, the authors assiduously examine a panoply of topics related to wireless sensor networks. These topics include interacting with smart-home appliances and biomedical devices, designing multilingual speech recognition systems that are robust to vehicular, mechanical and other noises common to large metropolises, and an examination of new methods of speaker recognition to control for the emotion-state of the speaker, which can easily impede speaker verification over a wireless medium. This volume recognizes that any discussion of pervasive computing in smart cities must not end there, as the perilous effects of climate change proves that our lives are not circumscribed by the geographically sculpted boundaries of cities, counties, countries, or continents. Contributors address present and emerging technologies of scalable biodiversity monitoring: pest control, disease transmission, environmental monitoring, and habitat preservation. The need to collect, store, process, and interpret vast amounts of data originating from sources spread over large areas and for prolonged periods of time requires immediate data storage and processing, reliable networking, and solid communication infrastructure, along with intelligent data analysis and interpretation methods that can resolve contradictions and uncertainty in the data—all of which can be bolstered by modern advances in ubiquitous computing. - Examines the history, scope and advances in ubiquitous computing, including threats to wildlife, tracking of disease, smart cities and Wireless Sensor Networks - Discusses user interface design, implementation and deployment of cyber-physical systems, such as wireless sensor networks, Internet of Things devices, and other networks of physical devices that have computational capabilities and reporting devices - Covers the need for improved data sharing networks

Computational Bioacoustics

Computational Bioacoustics
Title Computational Bioacoustics PDF eBook
Author Todor Ganchev
Publisher Walter de Gruyter GmbH & Co KG
Pages 235
Release 2017-06-26
Genre Technology & Engineering
ISBN 1614516316

Download Computational Bioacoustics Book in PDF, Epub and Kindle

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.

Sounding Bodies Sounding Worlds

Sounding Bodies Sounding Worlds
Title Sounding Bodies Sounding Worlds PDF eBook
Author Mickey Vallee
Publisher Springer Nature
Pages 227
Release 2019-09-05
Genre Social Science
ISBN 9813293276

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What makes a body of sound appear as an aesthetic object as well as a method for knowledge? In Sounding Bodies Sounding Worlds, Mickey Vallee argues that we must impose our sonic imagination onto the non-sonic, and embrace how we sound to ourselves, sound with our animal companions, and sound in very earth itself. From the invention of the laryngoscope to the role of the spectrogram, from the call of the bird to the tumble of a rockslide, from the deep listening of environmental immersion to the computational listening of bioacoustics research, Vallee offers a wide range of cases to convincingly argue that all life shares in a continuous, embodied and ethical vibration.

Ultrasonics : Fundamentals & Technologies

Ultrasonics : Fundamentals & Technologies
Title Ultrasonics : Fundamentals & Technologies PDF eBook
Author Dr. Anupam Vyas
Publisher Academic Guru Publishing House
Pages 268
Release 2024-01-13
Genre Study Aids
ISBN 8119843991

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‘Ultrasonics Fundamentals & Technologies’ is a comprehensive and authoritative exploration of the principles and applications of ultrasonics penned with precision and expertise. Authored by leaders in the field this book serves as an invaluable resource for students researchers and professionals seeking a deep understanding of ultrasonic technologies. The book begins by delving into the fundamental principles of ultrasonics providing readers with a solid foundation in the physics and mechanics of ultrasound waves. It progresses seamlessly into advanced topics covering the latest technological developments and applications across diverse industries. The authors skillfully navigate through complex concepts making the content accessible to both novice learners and seasoned practitioners. One of the notable strengths of this book lies in its interdisciplinary approach bridging the gap between theory and real-world applications. It explores ultrasonic techniques in fields such as medical imaging non-destructive testing industrial processes and environmental monitoring. With a focus on practical insights the authors offer a wealth of case studies and examples that illustrate the diverse ways in which ultrasonics can be harnessed to solve real-world challenges. ‘Ultrasonics Fundamentals & Technologies’ stands out as a definitive guide providing not only a comprehensive understanding of ultrasonics but also serving as a go-to reference for those actively engaged in applying these technologies across various domains. As a seminal work in the field this book is poised to shape the knowledge landscape of ultrasonics for years to come.

Exploring Animal Behavior Through Sound: Volume 1

Exploring Animal Behavior Through Sound: Volume 1
Title Exploring Animal Behavior Through Sound: Volume 1 PDF eBook
Author Christine Erbe
Publisher Springer Nature
Pages 524
Release 2022-10-03
Genre Science
ISBN 3030975401

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This open-access book empowers its readers to explore the acoustic world of animals. By listening to the sounds of nature, we can study animal behavior, distribution, and demographics; their habitat characteristics and needs; and the effects of noise. Sound recording is an efficient and affordable tool, independent of daylight and weather; and recorders may be left in place for many months at a time, continuously collecting data on animals and their environment. This book builds the skills and knowledge necessary to collect and interpret acoustic data from terrestrial and marine environments. Beginning with a history of sound recording, the chapters provide an overview of off-the-shelf recording equipment and analysis tools (including automated signal detectors and statistical methods); audiometric methods; acoustic terminology, quantities, and units; sound propagation in air and under water; soundscapes of terrestrial and marine habitats; animal acoustic and vibrational communication; echolocation; and the effects of noise. This book will be useful to students and researchers of animal ecology who wish to add acoustics to their toolbox, as well as to environmental managers in industry and government.