Machine Audition
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Machine Audition Principles Algorithms And Systems
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Author : Wang, Wenwu
language : en
Publisher: IGI Global
Release Date : 2010-07-31
Machine Audition Principles Algorithms And Systems written by Wang, Wenwu and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-31 with Computers categories.
Machine audition is the study of algorithms and systems for the automatic analysis and understanding of sound by machine. It has recently attracted increasing interest within several research communities, such as signal processing, machine learning, auditory modeling, perception and cognition, psychology, pattern recognition, and artificial intelligence. However, the developments made so far are fragmented within these disciplines, lacking connections and incurring potentially overlapping research activities in this subject area. Machine Audition: Principles, Algorithms and Systems contains advances in algorithmic developments, theoretical frameworks, and experimental research findings. This book is useful for professionals who want an improved understanding about how to design algorithms for performing automatic analysis of audio signals, construct a computing system for understanding sound, and learn how to build advanced human-computer interactive systems.
Machine Learning And Iot
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Author : Shampa Sen
language : en
Publisher: CRC Press
Release Date : 2018-07-04
Machine Learning And Iot written by Shampa Sen and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-04 with Computers categories.
This book discusses some of the innumerable ways in which computational methods can be used to facilitate research in biology and medicine - from storing enormous amounts of biological data to solving complex biological problems and enhancing treatment of various grave diseases.
Digital Signal Processing In Audio And Acoustical Engineering
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Author : Francis F. Li
language : en
Publisher: CRC Press
Release Date : 2019-04-02
Digital Signal Processing In Audio And Acoustical Engineering written by Francis F. Li and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-02 with Technology & Engineering categories.
Starting with essential maths, fundamentals of signals and systems, and classical concepts of DSP, this book presents, from an application-oriented perspective, modern concepts and methods of DSP including machine learning for audio acoustics and engineering. Content highlights include but are not limited to room acoustic parameter measurements, filter design, codecs, machine learning for audio pattern recognition and machine audition, spatial audio, array technologies and hearing aids. Some research outcomes are fed into book as worked examples. As a research informed text, the book attempts to present DSP and machine learning from a new and more relevant angle to acousticians and audio engineers. Some MATLAB® codes or frameworks of algorithms are given as downloads available on the CRC Press website. Suggested exploration and mini project ideas are given for "proof of concept" type of exercises and directions for further study and investigation. The book is intended for researchers, professionals, and senior year students in the field of audio acoustics.
Introduction And Fundamental Concepts Of Machine Learning
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Author : Dr. P. Sumithabhashini
language : en
Publisher: Academic Guru Publishing House
Release Date : 2022-12-13
Introduction And Fundamental Concepts Of Machine Learning written by Dr. P. Sumithabhashini and has been published by Academic Guru Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-13 with Study Aids categories.
The field of machine learning is gaining a lot of attention around the world, both in the research community and in the business world. Learning by machine is becoming increasingly important in many aspects of modern life. Deep learning neural networks have been responsible for several recent technological advances, including those in the fields of computer vision, voice processing, machine translation, and reinforcement learning. As a direct consequence of this, neural networks have developed into an indispensable instrument in the toolset of every data scientist. This book explains neural networks, including what they are, why they are effective algorithms and why they have the structure that they do. It starts by discussing the fundamental elements that make up a neural network (i.e., nodes, weights, activation functions, biases, and layers). This book is meant to serve as an introduction to machine learning, which is a field that is quickly becoming more significant in today's technological landscape. Utilize to the fullest the vast potential that is afforded by various methodologies such as predictive analysis, classifiers, clustering, and Natural Language Processing (NLP). Since mathematical expertise is required not only for describing the algorithms but also for demonstrating to the reader how and where to set the hyperparameters for maximum accuracy, it is essential to have at least a surface-level understanding of the subject matter. This is because mathematical expertise is required. It should not come as a surprise that there are far too many elements to this issue for all of them to be covered. There are far too many facets to be included.
Proceedings Of The 6th Conference On Sound And Music Technology Csmt
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Author : Wei Li
language : en
Publisher: Springer
Release Date : 2019-07-02
Proceedings Of The 6th Conference On Sound And Music Technology Csmt written by Wei Li and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-02 with Mathematics categories.
This book discusses the use of advanced techniques to produce and understand music in a digital way. It gathers the first-ever English-language proceedings of the Conference on Sound and Music Technology (CSMT), which was held in Xiamen, China in 2018. As a leading event, the CSMT reflects the latest advances in acoustic and music technologies in China. Sound and technology are more closely linked than most people assume. For example, signal-processing methods form the basis of music feature extraction, while mathematics provides an objective means of representing current musicological theories and discovering new ones. Moreover, machine-learning methods include popular deep learning algorithms and are used in a broad range of contexts, from discovering patterns in music features to producing music. As these proceedings demonstrate, modern technologies not only offer new ways to create music, but can also help people perceive sound in innovative new ways.
Listening
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Author : Elizabeth S. Parks
language : en
Publisher: Taylor & Francis
Release Date : 2024-08-22
Listening written by Elizabeth S. Parks and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-22 with Language Arts & Disciplines categories.
A vital and comprehensive starting place for understanding the key concepts, this book explores 177 diverse types and styles of listening named in academic scholarship to date. This book is an encyclopaedic-style synthesis of existing literature related to listening styles and types. Through online academic resource curation and literature review synthesis, this key reference work offers a deep dive into the interdisciplinary foundations of listening. By providing a brief descriptive overview of each of the identified listening styles and types as well as the inclusion of key scholars related to them, this book challenges assumptions about “listening” as a singular communicative activity and offers students and scholars alike a place from which to draw key listening concepts. No other text has attempted to bring together previous listening scholarship in this expansive interdisciplinary way. This book promotes both the field of listening itself while also expanding opportunities for students of many disciplines to embed listening scholarship in their knowledge and practical application. The first of its kind, Listening: The Key Concepts is an expansive, state-of the-field exploration of listening scholarship that can be used as a guidebook for undergraduate and graduate students in Listening, Public Speaking, Interpersonal Communication, and Intercultural Communication courses as well as other related disciplines.
Soundscape And The Built Environment
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Author : Jian Kang
language : en
Publisher: CRC Press
Release Date : 2018-10-09
Soundscape And The Built Environment written by Jian Kang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-09 with Technology & Engineering categories.
Soundscape Basics and Practical Implications Soundscape research represents a paradigm shift, as it involves human and social sciences and physical measurements to account for the diversity of soundscapes across countries and cultures. Moreover, it treats environmental sounds as a resource rather than a waste. Soundscape and the Built Environment is the first book to systematically discuss soundscape in the built environment. It begins with a presentation of theory and basic background, answering questions such as: what is soundscape, how is it important, and how does it affect people in terms of their health and perception on the acoustic environment. The book then sets out tools for implementing a soundscape approach, with measurement techniques, mapping, and good soundscape practices. It also delivers a series of examples of the application of the soundscape approach in planning, design, and assessment. Discusses soundscape and environmental noise Explores cultural variations and the way they influence soundscape Introduces binaural measurement technology and psychoacoustics Examines the physical, psychological, and physiological restorative mechanism of high-quality acoustic environments Presents soundscape mapping based on human perception of sound sources Includes real-world examples and case studies highlighting the key issues in soundscape intervention Soundscape and the Built Environment is written by a group of leading international figures and derives from a four-year EU COST project on Soundscapes of European Cities and Landscapes. It presents a consensus on the current state of the art and is not merely a collection of different views. It is written for acoustic consultants, urban planners, designers and policy makers, as well as for graduate students and researchers.
Independent Component Analysis For Audio And Biosignal Applications
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Author : Ganesh R. Naik
language : en
Publisher: BoD – Books on Demand
Release Date : 2012-10-10
Independent Component Analysis For Audio And Biosignal Applications written by Ganesh R. Naik and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-10 with Medical categories.
Independent Component Analysis (ICA) is a signal-processing method to extract independent sources given only observed data that are mixtures of the unknown sources. Recently, Blind Source Separation (BSS) by ICA has received considerable attention because of its potential signal-processing applications such as speech enhancement systems, image processing, telecommunications, medical signal processing and several data mining issues. This book brings the state-of-the-art of some of the most important current research of ICA related to Audio and Biomedical signal processing applications. The book is partly a textbook and partly a monograph. It is a textbook because it gives a detailed introduction to ICA applications. It is simultaneously a monograph because it presents several new results, concepts and further developments, which are brought together and published in the book.
Advances In Information And Communication
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Author : Kohei Arai
language : en
Publisher: Springer Nature
Release Date : 2023-02-26
Advances In Information And Communication written by Kohei Arai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-26 with Technology & Engineering categories.
This book gathers the proceedings of the eighth Future of Information and Computing Conference, which was held successfully in virtual mode. It received a total of 369 paper submissions from renowned and budding scholars, academics, and distinguished members of the industry. The topics fanned across various fields involving computing, Internet of Things, data science, and artificial intelligence. Learned scholars from all walks of life assembled under one roof to share their unique, original, and breakthrough researches and paved a new technological path for the world. Many of the studies seek to change the face of the world itself. Their innovative thinking indeed aims to solve several gruesome problems in the field of communication, data science, ambient intelligence, networking, computing, security, and privacy. The authors have strived to render valuable pieces of study in this edition and hope to acquire enthusiastic support from the readers.
Speech And Computer
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Author : Alexey Karpov
language : en
Publisher: Springer Nature
Release Date : 2020-10-04
Speech And Computer written by Alexey Karpov and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-04 with Computers categories.
This book constitutes the proceedings of the 22nd International Conference on Speech and Computer, SPECOM 2020, held in St. Petersburg, Russia, in October 2020. The 65 papers presented were carefully reviewed and selected from 160 submissions. The papers present current research in the area of computer speech processing including speech science, speech technology, natural language processing, human-computer interaction, language identification, multimedia processing, human-machine interaction, deep learning for audio processing, computational paralinguistics, affective computing, speech and language resources, speech translation systems, text mining and sentiment analysis, voice assistants, etc. Due to the Corona pandemic SPECOM 2020 was held as a virtual event.