Real-time Speech and Music Classification by Large Audio Feature Space Extraction

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Publisher : Springer
ISBN 13 : 3319272993
Total Pages : 298 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Real-time Speech and Music Classification by Large Audio Feature Space Extraction by : Florian Eyben

Download or read book Real-time Speech and Music Classification by Large Audio Feature Space Extraction written by Florian Eyben and published by Springer. This book was released on 2015-12-24 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the automated analysis and classification of speech and music. It defines several standard acoustic parameter sets and describes their implementation in a novel, open-source, audio analysis framework called openSMILE, which has been accepted and intensively used worldwide. The book offers extensive descriptions of key methods for the automatic classification of speech and music signals in real-life conditions and reports on the evaluation of the framework developed and the acoustic parameter sets that were selected. It is not only intended as a manual for openSMILE users, but also and primarily as a guide and source of inspiration for students and scientists involved in the design of speech and music analysis methods that can robustly handle real-life conditions.

Advanced Computational Techniques for Sustainable Computing

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Publisher : CRC Press
ISBN 13 : 1000454312
Total Pages : 336 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Advanced Computational Techniques for Sustainable Computing by : Megha Rathi

Download or read book Advanced Computational Techniques for Sustainable Computing written by Megha Rathi and published by CRC Press. This book was released on 2022-06-08 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Computational Techniques for Sustainable Computing is considered multi-disciplinary field encompassing advanced computational techniques across several domain, including, Computer Science, Statistical Computation and Electronics Engineering. The core idea of sustainable computing is to deploy algorithms, models, policies and protocols to improve energy efficiency and management of resources, enhancing ecological balance, biological sustenance and other services on societal contexts. The book offers comprehensive coverage of the most essential topics, and: Provides insight on building smart sustainable solutions Includes details of applying mining, learning, IOT and sensor-based techniques for sustainable computing Entails data extraction from various sources followed with pre-processing of data, and how to make effective use of extracted data for application-based research Involves practical usage of data analytic language, including R, Python, etc. for improving sustainable services offered by multi-disciplinary domains Encompasses comparison and analysis of recent technologies and trends Includes development of smart models for information gain and effective decision making with visualization The readers would get acquainted with the utilization of massive data sets for intelligent mining and processing. It includes the integration of data mining techniques for effective decision-making in the social, economic, and global environmental domains to achieve sustainability. The implementation of computational frameworks can be accomplished using open-source software for the building of resource-efficient models. The content of the book demonstrates the usage of data science and the internet of things for the advent of smart and realistic solutions for attaining sustainability.

Speech and Computer

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Publisher : Springer
ISBN 13 : 3319664298
Total Pages : 831 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Speech and Computer by : Alexey Karpov

Download or read book Speech and Computer written by Alexey Karpov and published by Springer. This book was released on 2017-09-01 with total page 831 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 19th International Conference on Speech and Computer, SPECOM 2017, held in Hatfield, UK, in September 2017. The 80 papers presented in this volume were carefully reviewed and selected from 150 submissions. The papers present current research in the area of computer speech processing (recognition, synthesis, understanding etc.) and related domains (including signal processing, language and text processing, computational paralinguistics, multi-modal speech processing, human-computer interaction).

Proceedings of the Future Technologies Conference (FTC) 2023, Volume 2

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Publisher : Springer Nature
ISBN 13 : 3031474511
Total Pages : 630 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Proceedings of the Future Technologies Conference (FTC) 2023, Volume 2 by : Kohei Arai

Download or read book Proceedings of the Future Technologies Conference (FTC) 2023, Volume 2 written by Kohei Arai and published by Springer Nature. This book was released on 2023-10-31 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of thoroughly well-researched studies presented at the Eighth Future Technologies Conference. This annual conference aims to seek submissions from the wide arena of studies like Computing, Communication, Machine Vision, Artificial Intelligence, Ambient Intelligence, Security, and e-Learning. With an impressive 490 paper submissions, FTC emerged as a hybrid event of unparalleled success, where visionary minds explored groundbreaking solutions to the most pressing challenges across diverse fields. These groundbreaking findings open a window for vital conversation on information technologies in our community especially to foster future collaboration with one another. We hope that the readers find this book interesting and inspiring and render their enthusiastic support toward it.

ECSM 2022 9th European Conference on Social Media

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Publisher : Academic Conferences and publishing limited
ISBN 13 : 1914587316
Total Pages : pages
Book Rating : 4.9/5 (145 download)

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Book Synopsis ECSM 2022 9th European Conference on Social Media by :

Download or read book ECSM 2022 9th European Conference on Social Media written by and published by Academic Conferences and publishing limited. This book was released on 2022-05-12 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Innovations in Big Data Mining and Embedded Knowledge

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Publisher : Springer
ISBN 13 : 3030159396
Total Pages : 276 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Innovations in Big Data Mining and Embedded Knowledge by : Anna Esposito

Download or read book Innovations in Big Data Mining and Embedded Knowledge written by Anna Esposito and published by Springer. This book was released on 2019-07-03 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the usefulness of knowledge discovery through data mining. With this aim, contributors from different fields propose concrete problems and applications showing how data mining and discovering embedded knowledge from raw data can be beneficial to social organizations, domestic spheres, and ICT markets. Data mining or knowledge discovery in databases (KDD) has received increasing interest due to its focus on transforming large amounts of data into novel, valid, useful, and structured knowledge by detecting concealed patterns and relationships. The concept of knowledge is broad and speculative and has promoted epistemological debates in western philosophies. The intensified interest in knowledge management and data mining stems from the difficulty in identifying computational models able to approximate human behaviors and abilities in resolving organizational, social, and physical problems. Current ICT interfaces are not yet adequately advanced to support and simulate the abilities of physicians, teachers, assistants or housekeepers in domestic spheres. And unlike in industrial contexts where abilities are routinely applied, the domestic world is continuously changing and unpredictable. There are challenging questions in this field: Can knowledge locked in conventions, rules of conduct, common sense, ethics, emotions, laws, cultures, and experiences be mined from data? Is it acceptable for automatic systems displaying emotional behaviors to govern complex interactions based solely on the mining of large volumes of data? Discussing multidisciplinary themes, the book proposes computational models able to approximate, to a certain degree, human behaviors and abilities in resolving organizational, social, and physical problems. The innovations presented are of primary importance for: a. The academic research community b. The ICT market c. Ph.D. students and early stage researchers d. Schools, hospitals, rehabilitation and assisted-living centers e. Representatives from multimedia industries and standardization bodies

Intelligent Audio Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 3642368069
Total Pages : 358 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Intelligent Audio Analysis by : Björn W. Schuller

Download or read book Intelligent Audio Analysis written by Björn W. Schuller and published by Springer Science & Business Media. This book was released on 2014-07-08 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advances in Information and Communication

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Publisher : Springer Nature
ISBN 13 : 3031539605
Total Pages : 735 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Advances in Information and Communication by : Kohei Arai

Download or read book Advances in Information and Communication written by Kohei Arai and published by Springer Nature. This book was released on with total page 735 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Algorithms in Ambient Intelligence

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Publisher : Springer Science & Business Media
ISBN 13 : 9781402017575
Total Pages : 368 pages
Book Rating : 4.0/5 (175 download)

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Book Synopsis Algorithms in Ambient Intelligence by : W. Verhaegh

Download or read book Algorithms in Ambient Intelligence written by W. Verhaegh and published by Springer Science & Business Media. This book was released on 2004 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the outcome of a series of discussions at the Philips Symposium on Intelligent Algorithms, which was held in Eindhoven on December 2002. It contains many exciting and practical examples from this newly developing research field, which can be positioned at the intersection of computer science, discrete mathematics, and artificial intelligence. The examples include machine learning, content management, vision, speech, content augmentation, profiling, music retrieval, feature extraction, audio and video fingerprinting, resource management, multimedia servers, network scheduling, and IC design.

Music Emotion Recognition

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Publisher : CRC Press
ISBN 13 : 143985047X
Total Pages : 251 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Music Emotion Recognition by : Yi-Hsuan Yang

Download or read book Music Emotion Recognition written by Yi-Hsuan Yang and published by CRC Press. This book was released on 2011-02-22 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a complete review of existing work in music emotion developed in psychology and engineering, Music Emotion Recognition explains how to account for the subjective nature of emotion perception in the development of automatic music emotion recognition (MER) systems. Among the first publications dedicated to automatic MER, it begins with

Computational Approaches for Human-Human and Human-Robot Social Interactions

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Publisher : Frontiers Media SA
ISBN 13 : 2889638073
Total Pages : 149 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Computational Approaches for Human-Human and Human-Robot Social Interactions by : Vittorio Murino

Download or read book Computational Approaches for Human-Human and Human-Robot Social Interactions written by Vittorio Murino and published by Frontiers Media SA. This book was released on 2020-06-26 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Audio Processing and Speech Recognition

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Publisher : Springer
ISBN 13 : 9811360987
Total Pages : 96 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Audio Processing and Speech Recognition by : Soumya Sen

Download or read book Audio Processing and Speech Recognition written by Soumya Sen and published by Springer. This book was released on 2019-01-30 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field.

Computational Paralinguistics

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Publisher : John Wiley & Sons
ISBN 13 : 1118706625
Total Pages : 330 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Computational Paralinguistics by : Björn Schuller

Download or read book Computational Paralinguistics written by Björn Schuller and published by John Wiley & Sons. This book was released on 2013-09-17 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the methods, tools and techniques that are currently being used to recognise (automatically) the affect, emotion, personality and everything else beyond linguistics (‘paralinguistics’) expressed by or embedded in human speech and language. It is the first book to provide such a systematic survey of paralinguistics in speech and language processing. The technology described has evolved mainly from automatic speech and speaker recognition and processing, but also takes into account recent developments within speech signal processing, machine intelligence and data mining. Moreover, the book offers a hands-on approach by integrating actual data sets, software, and open-source utilities which will make the book invaluable as a teaching tool and similarly useful for those professionals already in the field. Key features: Provides an integrated presentation of basic research (in phonetics/linguistics and humanities) with state-of-the-art engineering approaches for speech signal processing and machine intelligence. Explains the history and state of the art of all of the sub-fields which contribute to the topic of computational paralinguistics. C overs the signal processing and machine learning aspects of the actual computational modelling of emotion and personality and explains the detection process from corpus collection to feature extraction and from model testing to system integration. Details aspects of real-world system integration including distribution, weakly supervised learning and confidence measures. Outlines machine learning approaches including static, dynamic and context‐sensitive algorithms for classification and regression. Includes a tutorial on freely available toolkits, such as the open-source ‘openEAR’ toolkit for emotion and affect recognition co-developed by one of the authors, and a listing of standard databases and feature sets used in the field to allow for immediate experimentation enabling the reader to build an emotion detection model on an existing corpus.

Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing

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Publisher : Springer Science & Business Media
ISBN 13 : 1475733399
Total Pages : 145 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing by : Tong Zhang

Download or read book Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing written by Tong Zhang and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing is an up-to-date overview of audio and video content analysis. Included is extensive treatment of audiovisual data segmentation, indexing and retrieval based on multimodal media content analysis, and content-based management of audio data. In addition to the commonly studied audio types such as speech and music, the authors have included hybrid types of sounds that contain more than one kind of audio component such as speech or environmental sound with music in the background. Emphasis is also placed on semantic-level identification and classification of environmental sounds. The authors introduce a new generic audio retrieval system on top of the audio archiving schemes. Both theoretical analysis and implementation issues are presented. The developing MPEG-7 standards are explored. Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing will be especially useful to researchers and graduate level students designing and developing fully functional audiovisual systems for audio/video content parsing of multimedia streams.

Advances in Data Science: Methodologies and Applications

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Publisher : Springer Nature
ISBN 13 : 3030518701
Total Pages : 333 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Advances in Data Science: Methodologies and Applications by : Gloria Phillips-Wren

Download or read book Advances in Data Science: Methodologies and Applications written by Gloria Phillips-Wren and published by Springer Nature. This book was released on 2020-08-26 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data and data science are transforming our world today in ways we could not have imagined at the beginning of the twenty-first century. The accompanying wave of innovation has sparked advances in healthcare, engineering, business, science, and human perception, among others. The tremendous advances in computing power and intelligent techniques have opened many opportunities for managing data and investigating data in virtually every field, and the scope of data science is expected to grow over the next decade. These future research achievements will solve old challenges and create new opportunities for growth and development. Thus, the research presented in this book is interdisciplinary and covers themes embracing emotions, artificial intelligence, robotics applications, sentiment analysis, smart city problems, assistive technologies, speech melody, and fall and abnormal behavior detection. The book is directed to the researchers, practitioners, professors and students interested in recent advances in methodologies and applications of data science. An introduction to the topic is provided, and research challenges and future research opportunities are highlighted throughout.

Speech and Audio Signal Processing

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Publisher : John Wiley & Sons
ISBN 13 : 0470195363
Total Pages : 684 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Speech and Audio Signal Processing by : Ben Gold

Download or read book Speech and Audio Signal Processing written by Ben Gold and published by John Wiley & Sons. This book was released on 2011-08-23 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: When Speech and Audio Signal Processing published in 1999, it stood out from its competition in its breadth of coverage and its accessible, intutiont-based style. This book was aimed at individual students and engineers excited about the broad span of audio processing and curious to understand the available techniques. Since then, with the advent of the iPod in 2001, the field of digital audio and music has exploded, leading to a much greater interest in the technical aspects of audio processing. This Second Edition will update and revise the original book to augment it with new material describing both the enabling technologies of digital music distribution (most significantly the MP3) and a range of exciting new research areas in automatic music content processing (such as automatic transcription, music similarity, etc.) that have emerged in the past five years, driven by the digital music revolution. New chapter topics include: Psychoacoustic Audio Coding, describing MP3 and related audio coding schemes based on psychoacoustic masking of quantization noise Music Transcription, including automatically deriving notes, beats, and chords from music signals. Music Information Retrieval, primarily focusing on audio-based genre classification, artist/style identification, and similarity estimation. Audio Source Separation, including multi-microphone beamforming, blind source separation, and the perception-inspired techniques usually referred to as Computational Auditory Scene Analysis (CASA).

Archives of Acoustics Quarterly

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Publisher :
ISBN 13 :
Total Pages : 772 pages
Book Rating : 4.:/5 (11 download)

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Book Synopsis Archives of Acoustics Quarterly by :

Download or read book Archives of Acoustics Quarterly written by and published by . This book was released on 2018 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt: