Intelligent Audio Analysis

Intelligent Audio Analysis

This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis.

Author: Björn W. Schuller

Publisher: Springer

ISBN: 3642442773

Category: Technology & Engineering

Page: 345

View: 942

This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition. Further, an introduction to audio source separation, and enhancement and robustness are given. After the introductory parts, the book shows several applications for the three types of audio: speech, music, and general sound. Each task is shortly introduced, followed by a description of the specific data and methods applied, experiments and results, and a conclusion for this specific task. The books provides benchmark results and standardized test-beds for a broader range of audio analysis tasks. The main focus thereby lies on the parallel advancement of realism in audio analysis, as too often today’s results are overly optimistic owing to idealized testing conditions, and it serves to stimulate synergies arising from transfer of methods and leads to a holistic audio analysis.
Categories: Technology & Engineering

Intelligent Audio Analysis

Intelligent Audio Analysis

Intelligent. Audio. Analysis: A. Definition. Joy, sorrow, tears, lamentation, laughter
—to all these music gives voice, but in such a way that we are transported from
the world of unrest to a world of peace, and see reality in a new way, as if we
were ...

Author: Björn W. Schuller

Publisher: Springer Science & Business Media

ISBN: 9783642368066

Category: Technology & Engineering

Page: 345

View: 219

This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition. Further, an introduction to audio source separation, and enhancement and robustness are given. After the introductory parts, the book shows several applications for the three types of audio: speech, music, and general sound. Each task is shortly introduced, followed by a description of the specific data and methods applied, experiments and results, and a conclusion for this specific task. The books provides benchmark results and standardized test-beds for a broader range of audio analysis tasks. The main focus thereby lies on the parallel advancement of realism in audio analysis, as too often today’s results are overly optimistic owing to idealized testing conditions, and it serves to stimulate synergies arising from transfer of methods and leads to a holistic audio analysis.
Categories: Technology & Engineering

AES

AES

Acoustic unit Intelligent Audio System Electronic unit Figure 1 : Diagram of the
sound design environment . ... The intelligent audio system is divided into three
main parts : a sound analysis engine , an intelligent system based on audio ...

Author:

Publisher:

ISBN: UOM:39015047885630

Category: Electro-acoustics

Page:

View: 272

Categories: Electro-acoustics

An Introduction to Audio Content Analysis

An Introduction to Audio Content Analysis

This book is about how to teach a computer to interpret music signals, thus allowing the design of tools for interacting with music.

Author: Alexander Lerch

Publisher: Wiley-IEEE Press

ISBN: 111826682X

Category: Technology & Engineering

Page: 272

View: 675

With the proliferation of digital audio distribution over digital media, audio content analysis is fast becoming a requirement for designers of intelligent signal-adaptive audio processing systems. Written by a well-known expert in the field, this book provides quick access to different analysis algorithms and allows comparison between different approaches to the same task, making it useful for newcomers to audio signal processing and industry experts alike. A review of relevant fundamentals in audio signal processing, psychoacoustics, and music theory, as well as downloadable MATLAB files are also included. Please visit the companion website: www.AudioContentAnalysis.org
Categories: Technology & Engineering

Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition Analysis and Image Processing

Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition  Analysis  and Image Processing

The GA is one of the most widely used artificial intelligent techniques for
optimization. They have been successfully applied to obtain good solutions in
optimal localization and intensity of audio watermark. Usually, the GA starts with
some ...

Author: Kamila, Narendra Kumar

Publisher: IGI Global

ISBN: 9781466686557

Category: Computers

Page: 477

View: 696

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Categories: Computers

New Approaches in Intelligent Image Analysis

New Approaches in Intelligent Image Analysis

This book presents an Introduction and 11 independent chapters, which are devoted to various new approaches of intelligent image processing and analysis.

Author: Roumen Kountchev

Publisher: Springer

ISBN: 9783319321929

Category: Computers

Page: 373

View: 592

This book presents an Introduction and 11 independent chapters, which are devoted to various new approaches of intelligent image processing and analysis. The book also presents new methods, algorithms and applied systems for intelligent image processing, on the following basic topics: Methods for Hierarchical Image Decomposition; Intelligent Digital Signal Processing and Feature Extraction; Data Clustering and Visualization via Echo State Networks; Clustering of Natural Images in Automatic Image Annotation Systems; Control System for Remote Sensing Image Processing; Tissue Segmentation of MR Brain Images Sequence; Kidney Cysts Segmentation in CT Images; Audio Visual Attention Models in Mobile Robots Navigation; Local Adaptive Image Processing; Learning Techniques for Intelligent Access Control; Resolution Improvement in Acoustic Maps. Each chapter is self-contained with its own references. Some of the chapters are devoted to the theoretical aspects while the others are presenting the practical aspects and the analysis of the modeling of the developed algorithms in different application areas.
Categories: Computers

The Handbook of Multimodal Multisensor Interfaces Volume 2

The Handbook of Multimodal Multisensor Interfaces  Volume 2

This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas.

Author: Sharon Oviatt

Publisher: Morgan & Claypool

ISBN: 9781970001693

Category: Computers

Page: 555

View: 714

The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces: user input involving new media (speech, multi-touch, hand and body gestures, facial expressions, writing) embedded in multimodal-multisensor interfaces that often include biosignals. This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This second volume of the handbook begins with multimodal signal processing, architectures, and machine learning. It includes recent deep learning approaches for processing multisensorial and multimodal user data and interaction, as well as context-sensitivity. A further highlight is processing of information about users' states and traits, an exciting emerging capability in next-generation user interfaces. These chapters discuss real-time multimodal analysis of emotion and social signals from various modalities, and perception of affective expression by users. Further chapters discuss multimodal processing of cognitive state using behavioral and physiological signals to detect cognitive load, domain expertise, deception, and depression. This collection of chapters provides walk-through examples of system design and processing, information on tools and practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this rapidly expanding field. In the final section of this volume, experts exchange views on the timely and controversial challenge topic of multimodal deep learning. The discussion focuses on how multimodal-multisensor interfaces are most likely to advance human performance during the next decade.
Categories: Computers

Journal of the Audio Engineering Society

Journal of the Audio Engineering Society

AES 30th Int . Conf . on Intelligent Audio Environments ( Saariselkä , Finland ,
2007 Mar . ) , paper 30 . [ 29 ] D . J . McBean , “ Horn Loudspeaker Response
Analysis Program , ” http : / / www . users . bigpond . com / dmcbean / ( 2007 ) .

Author: Audio Engineering Society

Publisher:

ISBN: UCSD:31822036051605

Category: Acoustical engineering

Page:

View: 963

"Directory of members" published as pt. 2 of Apr. 1954- issue
Categories: Acoustical engineering

Proceedings of the International Computer Music Conference

Proceedings of the     International Computer Music Conference

THE MACHINE LEARNING AND INTELLIGENT MUSIC PROCESSING GROUP
AT THE AUSTRIAN RESEARCH ... beat and tempo tracking in MIDI files and in
audio data ( 7,21 ] ) ; detailed acoustic studies of the piano ( analysis of the timing
 ...

Author:

Publisher:

ISBN: UCSD:31822034970335

Category: Computer composition

Page:

View: 500

Categories: Computer composition

Intelligent Speech Signal Processing

Intelligent Speech Signal Processing

The book emphasizes the multi-disciplinary nature of the field, presenting different applications and challenges with extensive studies on the design, implementation, development, and management of intelligent systems, neural networks, and ...

Author: Nilanjan Dey

Publisher: Academic Press

ISBN: 9780128181300

Category: Technology & Engineering

Page: 250

View: 911

Intelligent Speech Signal Processing investigates the utilization of speech analytics across several systems and real-world activities, including sharing data analytics related information, creating collaboration networks between several participants, and implementing video-conferencing in different application areas. It provides a forum for readers to discover the characteristics of intelligent speech signal processing systems across different domains. Chapters focus on the latest applications of speech data analysis and management tools across different recording systems. The book emphasizes the multi-disciplinary nature of the field, presenting different applications and challenges with extensive studies on the design, implementation, development, and management of intelligent systems, neural networks, and related machine learning techniques for speech signal processing. Highlights different data analytics techniques in speech signal processing, including machine learning, and data mining Illustrates different applications and challenges across the design, implementation, and management of intelligent systems and neural networks techniques for speech signal processing Includes coverage of biomodal speech recognition, voice activity detection, spoken language and speech disorder identification, automatic speech to speech summarization, and convolutional neural networks
Categories: Technology & Engineering

Mechatronics and Intelligent Materials II

Mechatronics and Intelligent Materials II

Department of Electronic Engineering, Chongqing Aerospace Polytechnic
College, Chongqing 400021, China Keywords: sound card; audio signal; data
acquisition; virtual instrument Abstract. An audio signal acquisition and analysis
system ...

Author: Ran Chen

Publisher: Trans Tech Publications Ltd

ISBN: 9783038138112

Category: Technology & Engineering

Page: 4300

View: 396

Volume is indexed by Thomson Reuters CPCI-S (WoS). This work comprises 798 peer-reviewed papers on Mechatronics and Intelligent Materials, and seeks to promote the development of those topics by strengthening international academic cooperation and communication via the exchange of research ideas. It will provide readers with a broad overview of the latest advances made in the fields of mechatronics and intelligent materials.
Categories: Technology & Engineering

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Advances in Intelligent Information Hiding and Multimedia Signal Processing

This volume includes papers presented at IIH-MSP 2017, the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, held from 12 to 15 August 2017 in Matsue, Shimane, Japan.

Author: Jeng-Shyang Pan

Publisher: Springer

ISBN: 9783319638591

Category: Computers

Page: 422

View: 171

This volume includes papers presented at IIH-MSP 2017, the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, held from 12 to 15 August 2017 in Matsue, Shimane, Japan. The conference addresses topics ranging from information hiding and security, and multimedia signal processing and networking, to bio-inspired multimedia technologies and systems. This volume of Smart Innovation, Systems and Technologies focuses on subjects related to massive image/video compression and transmission for emerging networks, advances in speech and language processing, information hiding and signal processing for audio and speech signals, intelligent distribution systems and applications, recent advances in security and privacy for multimodal network environments, multimedia signal processing, and machine learning. Updated with the latest research outcomes and findings, the papers presented appeal to researchers and students who are interested in the corresponding fields.
Categories: Computers

Intelligent Computing in Signal Processing and Pattern Recognition

Intelligent Computing in Signal Processing and Pattern Recognition

2 Melodic Description In order to obtain a symbolic description of the expressive
audio recordings we compute descriptors related to two different temporal scopes
: some of them re lated to an analysis frame , and some other features related to ...

Author: De-Shuang Huang

Publisher: Springer Verlag

ISBN: UOM:39015069127531

Category: Computers

Page: 1179

View: 294

This 1179-page book assembles the complete contributions to the International Conference on Intelligent Computing, ICIC 2006: one volume of Lecture Notes in Computer Science (LNCS); one of Lecture Notes in Artificial Intelligence (LNAI); one of Lecture Notes in Bioinformatics (LNBI); and two volumes of Lecture Notes in Control and Information Sciences (LNCIS). Include are 149 revised full papers, and a Special Session on Computing for Searching Strategies to Control Dynamic Processes.
Categories: Computers

Knowledge based Intelligent Information Engineering Systems and Allied Technologies

Knowledge based Intelligent Information Engineering Systems and Allied Technologies

AUDIO SCENE CLASSIFICATION BY PDBNN Anchorman, background news,
and commercials are separated and identified based on neural network based
audio scene analysis techniques. As shown in Figure 3, a probabilistic decision ...

Author: E. Damiani

Publisher:

ISBN: 4274905357

Category: Electronic apparatus and appliances

Page: 1576

View: 341

Categories: Electronic apparatus and appliances

Intelligent Multimedia Analysis for Security Applications

Intelligent Multimedia Analysis for Security Applications

The book includes sixteen chapters highlighting current concepts, issues and emerging technologies. Distinguished scholars from many prominent research institutions around the world contribute to the book.

Author: Husrev T. Sencar

Publisher: Springer Science & Business Media

ISBN: 9783642117541

Category: Computers

Page: 404

View: 715

This is one of the very few books focused on analysis of multimedia data and newly emerging multimedia applications with an emphasis on security. The main objective of this project was to assemble as much research coverage as possible related to the field by defining the latest innovative technologies and providing the most comprehensive list of research references. The book includes sixteen chapters highlighting current concepts, issues and emerging technologies. Distinguished scholars from many prominent research institutions around the world contribute to the book. The book covers various aspects, including not only some fundamental knowledge and the latest key techniques, but also typical applications and open issues. Topics covered include dangerous or abnormal event detection, interaction recognition, person identification based on multiple traits, audiovisual biometric person authentication and liveness verification, emerging biometric technologies, sensitive information filtering for teleradiology, detection of nakedness in images, audio forensics, steganalysis, media content tracking authentication and illegal distributor identification through watermarking and content-based copy detection. We believe that the comprehensive coverage of diverse disciplines in the field of intelligent multimedia analysis for security applications will contribute to a better understanding of all topics, research, and discoveries in this emerging and evolving field and that the included contributions will be instrumental in the expansion of the corresponding body of knowledge, making this book a reference source of information. It is our sincere hope that this publication and its great amount of information and research will assist our research colleagues, faculty members and students, and organization decision makers in enhancing their understanding for the concepts, issues, problems, trends, challenges and opportunities related to this research field. Perhaps this book will even inspire its readers to contribute to the current discoveries in this immense field.
Categories: Computers

The Handbook of Multimodal Multisensor Interfaces Volume 3

The Handbook of Multimodal Multisensor Interfaces  Volume 3

This three-volume handbook is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas.

Author: Sharon Oviatt

Publisher: Morgan & Claypool

ISBN: 9781970001730

Category: Computers

Page: 813

View: 866

The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces-user input involving new media (speech, multi-touch, hand and body gestures, facial expressions, writing) embedded in multimodal-multisensor interfaces. This three-volume handbook is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This third volume focuses on state-of-the-art multimodal language and dialogue processing, including semantic integration of modalities. The development of increasingly expressive embodied agents and robots has become an active test bed for coordinating multimodal dialogue input and output, including processing of language and nonverbal communication. In addition, major application areas are featured for commercializing multimodal-multisensor systems, including automotive, robotic, manufacturing, machine translation, banking, communications, and others. These systems rely heavily on software tools, data resources, and international standards to facilitate their development. For insights into the future, emerging multimodal-multisensor technology trends are highlighted in medicine, robotics, interaction with smart spaces, and similar areas. Finally, this volume discusses the societal impact of more widespread adoption of these systems, such as privacy risks and how to mitigate them. The handbook chapters provide a number of walk-through examples of system design and processing, information on practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this emerging field. In the final section of this volume, experts exchange views on a timely and controversial challenge topic, and how they believe multimodal-multisensor interfaces need to be equipped to most effectively advance human performance during the next decade.
Categories: Computers

The Handbook of Multimodal multisensor Interfaces

The Handbook of Multimodal multisensor Interfaces

The content of this handbook would be most appropriate for graduate students, and of primary interest to students studying computer science and information technology, human-computer interfaces, mobile and ubiquitous interfaces, and related ...

Author: Sharon Oviatt

Publisher: ACM Books

ISBN: 197000164X

Category: Computers

Page: 607

View: 553

The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces-- user input involving new media (speech, multi-touch, gestures, writing) embedded in multimodal-multisensor interfaces. These interfaces support smart phones, wearables, in-vehicle and robotic applications, and many other areas that are now highly competitive commercially. This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This first volume of the handbook presents relevant theory and neuroscience foundations for guiding the development of high-performance systems. Additional chapters discuss approaches to user modeling and interface designs that support user choice, that synergistically combine modalities with sensors, and that blend multimodal input and output. This volume also highlights an in-depth look at the most common multimodal-multisensor combinations--for example, touch and pen input, haptic and non-speech audio output, and speech-centric systems that co-process either gestures, pen input, gaze, or visible lip movements. A common theme throughout these chapters is supporting mobility and individual differences among users. These handbook chapters provide walk-through examples of system design and processing, information on tools and practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this emerging field. In the final section of this volume, experts exchange views on a timely and controversial challenge topic, and how they believe multimodal-multisensor interfaces should be designed in the future to most effectively advance human performance
Categories: Computers

Review of the Session

Review of the Session

Author: Royal Society of Edinburgh

Publisher:

ISBN: UOM:39015081899471

Category: Science

Page:

View: 432

Categories: Science