Information Retrieval For Music And Motion

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Information Retrieval for Music and Motion

Meinard Müller
Information Retrieval for Music and Motion Book PDF

Author : Meinard Müller
Publisher : Springer Science & Business Media
Page : 318 pages
File Size : 51,8 Mb
Release : 2007-09-09
Category : Computers
ISBN : 9783540740483

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Information Retrieval for Music and Motion by Meinard Müller Pdf

Content-based multimedia retrieval is a challenging research field with many unsolved problems. This monograph details concepts and algorithms for robust and efficient information retrieval of two different types of multimedia data: waveform-based music data and human motion data. It first examines several approaches in music information retrieval, in particular general strategies as well as efficient algorithms. The book then introduces a general and unified framework for motion analysis, retrieval, and classification, highlighting the design of suitable features, the notion of similarity used to compare data streams, and data organization.

Recommender Systems for Medicine and Music

Zbigniew W. Ras,Alicja Wieczorkowska,Shusaku Tsumoto
Recommender Systems for Medicine and Music Book PDF

Author : Zbigniew W. Ras,Alicja Wieczorkowska,Shusaku Tsumoto
Publisher : Springer Nature
Page : 236 pages
File Size : 44,6 Mb
Release : 2021-04-07
Category : Technology & Engineering
ISBN : 9783030664503

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Recommender Systems for Medicine and Music by Zbigniew W. Ras,Alicja Wieczorkowska,Shusaku Tsumoto Pdf

Music recommendation systems are becoming more and more popular. The increasing amount of personal data left by users on social media contributes to more accurate inference of the user’s musical preferences and the same to quality of personalized systems. Health recommendation systems have become indispensable tools in decision making processes in the healthcare sector. Their main objective is to ensure the availability of valuable information at the right time by ensuring information quality, trustworthiness, authentication, and privacy concerns. Medical doctors deal with various kinds of diseases in which the music therapy helps to improve symptoms. Listening to music may improve heart rate, respiratory rate, and blood pressure in people with heart disease. Sound healing therapy uses aspects of music to improve physical and emotional health and well-being. The book presents a variety of approaches useful to create recommendation systems in healthcare, music, and in music therapy.

Music Information Retrieval

Markus Schedl,Emilia Gómez,Julián Urbano
Music Information Retrieval Book PDF

Author : Markus Schedl,Emilia Gómez,Julián Urbano
Publisher : Unknown
Page : 154 pages
File Size : 52,7 Mb
Release : 2014
Category : Computers
ISBN : 1601988060

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Music Information Retrieval by Markus Schedl,Emilia Gómez,Julián Urbano Pdf

Music Information Retrieval: Recent Developments and Applications surveys the young but established field of research that is Music Information Retrieval (MIR). In doing so, it pays particular attention to the latest developments in MIR, such as semantic auto-tagging and user-centric retrieval and recommendation approaches. Music Information Retrieval: Recent Developments and Applications starts by reviewing the well-established and proven methods for feature extraction and music indexing, from both the audio signal and contextual data sources about music items, such as web pages or collaborative tags. These in turn enable a wide variety of music retrieval tasks, such as semantic music search or music identification ("query by example"). Subsequently, it elaborates on the current work on user analysis and modeling in the context of music recommendation and retrieval, addressing the recent trend towards user-centric and adaptive approaches and systems. A discussion follows about the important aspect of how various MIR approaches to different problems are evaluated and compared. It concludes with a discussion about the major open challenges facing MIR.

Exploring Music Contents

Solvi Ystad,Mitsuko Aramaki,Richard Kronland-Martinet,Kristoffer Jensen
Exploring Music Contents Book PDF

Author : Solvi Ystad,Mitsuko Aramaki,Richard Kronland-Martinet,Kristoffer Jensen
Publisher : Springer
Page : 361 pages
File Size : 49,9 Mb
Release : 2011-09-15
Category : Computers
ISBN : 9783642231261

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Exploring Music Contents by Solvi Ystad,Mitsuko Aramaki,Richard Kronland-Martinet,Kristoffer Jensen Pdf

This book constitutes the thoroughly refereed post-proceedings of the 7th International Symposium on Computer Music Modeling and Retrieval, CMMR 2010, held in Málaga, Spain, in June 2010. The 22 revised full papers presented were specially reviewed and revised for inclusion in this proceedings volume. The book is divided in five main chapters which reflect the present challenges within the field of computer music modeling and retrieval. The chapters range from music interaction, composition tools and sound source separation to data mining and music libraries. One chapter is also dedicated to perceptual and cognitive aspects that are currently subject to increased interest in the MIR community.

Fundamentals of Music Processing

Meinard Müller
Fundamentals of Music Processing Book PDF

Author : Meinard Müller
Publisher : Springer
Page : 487 pages
File Size : 45,6 Mb
Release : 2015-07-21
Category : Computers
ISBN : 9783319219455

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Fundamentals of Music Processing by Meinard Müller Pdf

This textbook provides both profound technological knowledge and a comprehensive treatment of essential topics in music processing and music information retrieval. Including numerous examples, figures, and exercises, this book is suited for students, lecturers, and researchers working in audio engineering, computer science, multimedia, and musicology. The book consists of eight chapters. The first two cover foundations of music representations and the Fourier transform—concepts that are then used throughout the book. In the subsequent chapters, concrete music processing tasks serve as a starting point. Each of these chapters is organized in a similar fashion and starts with a general description of the music processing scenario at hand before integrating it into a wider context. It then discusses—in a mathematically rigorous way—important techniques and algorithms that are generally applicable to a wide range of analysis, classification, and retrieval problems. At the same time, the techniques are directly applied to a specific music processing task. By mixing theory and practice, the book’s goal is to offer detailed technological insights as well as a deep understanding of music processing applications. Each chapter ends with a section that includes links to the research literature, suggestions for further reading, a list of references, and exercises. The chapters are organized in a modular fashion, thus offering lecturers and readers many ways to choose, rearrange or supplement the material. Accordingly, selected chapters or individual sections can easily be integrated into courses on general multimedia, information science, signal processing, music informatics, or the digital humanities.

Computational Intelligence in Music, Sound, Art and Design

João Correia,Vic Ciesielski,Antonios Liapis
Computational Intelligence in Music Sound Art and Design Book PDF

Author : João Correia,Vic Ciesielski,Antonios Liapis
Publisher : Springer
Page : 382 pages
File Size : 49,9 Mb
Release : 2017-04-03
Category : Computers
ISBN : 9783319557502

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Computational Intelligence in Music, Sound, Art and Design by João Correia,Vic Ciesielski,Antonios Liapis Pdf

This book constitutes the refereed proceedings of the 6th International Conference on Evolutionary Computation in Combinatorial Optimization, EvoMUSART 2017, held in Amsterdam, The Netherlands, in April 2017, co-located with the Evo*2017 events EuroGP, EvoCOP and EvoApplications. The 24 revised full papers presented were carefully reviewed and selected from 29 submissions. The papers cover a wide range of topics and application areas, including: generative approaches to music, graphics, game content, and narrative; music information retrieval; computational aesthetics; the mechanics of interactive evolutionary computation; computer-aided design; and the art theory of evolutionary computation.

Sound, Music, and Motion

Mitsuko Aramaki,Olivier Derrien,Richard Kronland-Martinet,Sølvi Ystad
Sound Music and Motion Book PDF

Author : Mitsuko Aramaki,Olivier Derrien,Richard Kronland-Martinet,Sølvi Ystad
Publisher : Springer
Page : 684 pages
File Size : 54,7 Mb
Release : 2014-12-04
Category : Computers
ISBN : 9783319129761

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Sound, Music, and Motion by Mitsuko Aramaki,Olivier Derrien,Richard Kronland-Martinet,Sølvi Ystad Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Symposium on Computer Music Modeling and Retrieval, CMMR 2013, held in Marseille, France, in October 2013. The 38 conference papers presented were carefully reviewed and selected from 94 submissions. The chapters reflect the interdisciplinary nature of this conference with following topics: augmented musical instruments and gesture recognition, music and emotions: representation, recognition, and audience/performers studies, the art of sonification, when auditory cues shape human sensorimotor performance, music and sound data mining, interactive sound synthesis, non-stationarity, dynamics and mathematical modeling, image-sound interaction, auditory perception and cognitive inspiration, and modeling of sound and music computational musicology.

HCI in Business, Government and Organizations

Fiona Fui-Hoon Nah,Keng Siau
HCI in Business Government and Organizations Book PDF

Author : Fiona Fui-Hoon Nah,Keng Siau
Publisher : Springer Nature
Page : 591 pages
File Size : 54,7 Mb
Release : 2020-07-10
Category : Computers
ISBN : 9783030503413

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HCI in Business, Government and Organizations by Fiona Fui-Hoon Nah,Keng Siau Pdf

This volume LNCS 12204 constitutes the refereed proceedings of the 7th International Conference on Business, Government, and Organizations, HCIBGO 2020, which was held in July 2020 as part of HCI International 2020 in Copenhagen, Denmark.* 1439 papers and 238 posters were accepted for publication after a careful reviewing process. The 42 papers presented in this volume are organized in topical sections named: digital transformation and intelligent data analysis and social media, digital commerce and marketing. *The conference was held virtually due to the COVID-19 pandemic. Chapter “The Effect of Queuing Technology on Customer Experience in Physical Retail Environments” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Sound and Music Computing

Tapio Lokki,Stefania Serafin,Meinard Müller,Vesa Välimäki
Sound and Music Computing Book PDF

Author : Tapio Lokki,Stefania Serafin,Meinard Müller,Vesa Välimäki
Publisher : MDPI
Page : 621 pages
File Size : 44,7 Mb
Release : 2018-06-26
Category : Computer music
ISBN : 9783038429074

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Sound and Music Computing by Tapio Lokki,Stefania Serafin,Meinard Müller,Vesa Välimäki Pdf

This book is a printed edition of the Special Issue "Sound and Music Computing" that was published in Applied Sciences

Advances in Music Information Retrieval

Zbigniew W Ras,Alicja Wieczorkowska
Advances in Music Information Retrieval Book PDF

Author : Zbigniew W Ras,Alicja Wieczorkowska
Publisher : Springer
Page : 420 pages
File Size : 48,7 Mb
Release : 2010-11-07
Category : Mathematics
ISBN : 3642117783

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Advances in Music Information Retrieval by Zbigniew W Ras,Alicja Wieczorkowska Pdf

Sound waves propagate through various media, and allow communication or entertainment for us, humans. Music we hear or create can be perceived in such aspects as rhythm, melody, harmony, timbre, or mood. All these elements of music can be of interest for users of music information retrieval systems. Since vast music repositories are available for everyone in everyday use (both in private collections, and in the Internet), it is desirable and becomes necessary to browse music collections by contents. Therefore, music information retrieval can be potentially of interest for every user of computers and the Internet. There is a lot of research performed in music information retrieval domain, and the outcomes, as well as trends in this research, are certainly worth popularizing. This idea motivated us to prepare the book on Advances in Music Information Retrieval. It is divided into four sections: MIR Methods and Platforms, Harmony, Music Similarity, and Content Based Identification and Retrieval. Glossary of basic terms is given at the end of the book, to familiarize readers with vocabulary referring to music information retrieval.

Music Similarity and Retrieval

Peter Knees,Markus Schedl
Music Similarity and Retrieval Book PDF

Author : Peter Knees,Markus Schedl
Publisher : Springer
Page : 299 pages
File Size : 47,9 Mb
Release : 2016-05-28
Category : Computers
ISBN : 9783662497227

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Music Similarity and Retrieval by Peter Knees,Markus Schedl Pdf

This book provides a summary of the manifold audio- and web-based approaches to music information retrieval (MIR) research. In contrast to other books dealing solely with music signal processing, it addresses additional cultural and listener-centric aspects and thus provides a more holistic view. Consequently, the text includes methods operating on features extracted directly from the audio signal, as well as methods operating on features extracted from contextual information, either the cultural context of music as represented on the web or the user and usage context of music. Following the prevalent document-centered paradigm of information retrieval, the book addresses models of music similarity that extract computational features to describe an entity that represents music on any level (e.g., song, album, or artist), and methods to calculate the similarity between them. While this perspective and the representations discussed cannot describe all musical dimensions, they enable us to effectively find music of similar qualities by providing abstract summarizations of musical artifacts from different modalities. The text at hand provides a comprehensive and accessible introduction to the topics of music search, retrieval, and recommendation from an academic perspective. It will not only allow those new to the field to quickly access MIR from an information retrieval point of view but also raise awareness for the developments of the music domain within the greater IR community. In this regard, Part I deals with content-based MIR, in particular the extraction of features from the music signal and similarity calculation for content-based retrieval. Part II subsequently addresses MIR methods that make use of the digitally accessible cultural context of music. Part III addresses methods of collaborative filtering and user-aware and multi-modal retrieval, while Part IV explores current and future applications of music retrieval and recommendation.>

Machine Learning and Data Mining for Sports Analytics

Ulf Brefeld,Jesse Davis,Jan Van Haaren,Albrecht Zimmermann
Machine Learning and Data Mining for Sports Analytics Book PDF

Author : Ulf Brefeld,Jesse Davis,Jan Van Haaren,Albrecht Zimmermann
Publisher : Springer Nature
Page : 135 pages
File Size : 43,8 Mb
Release : 2023-02-24
Category : Computers
ISBN : 9783031275272

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Machine Learning and Data Mining for Sports Analytics by Ulf Brefeld,Jesse Davis,Jan Van Haaren,Albrecht Zimmermann Pdf

This book constitutes the refereed proceedings of the 9th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2022, held in Grenoble, France, during September 19, 2022. The 10 full papers included in this book were carefully reviewed and selected from 18 submissions. They were organized in topical sections as follows: Football, Racket sports, Cycling.

Timing and Time Perception: Procedures, Measures, & Applications

Anonim
Timing and Time Perception Procedures Measures Applications Book PDF

Author : Anonim
Publisher : BRILL
Page : 372 pages
File Size : 44,7 Mb
Release : 2018-04-10
Category : Psychology
ISBN : 9789004280205

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Timing and Time Perception: Procedures, Measures, & Applications by Anonim Pdf

Timing and Time Perception: Procedures, Measures, and Applications is a one-of-a-kind, collective effort to present the most utilized and known methods on timing and time perception. Specifically, it covers methods and analysis on circadian timing, synchrony perception, reaction/response time, time estimation, and alternative methods for clinical/developmental research. The book includes experimental protocols, programming code, and sample results and the content ranges from very introductory to more advanced so as to cover the needs of both junior and senior researchers. We hope that this will be the first step in future efforts to document experimental methods and analysis both in a theoretical and in a practical manner. Contributors are: Patricia V. Agostino, Rocío Alcalá-Quintana, Fuat Balcı, Karin Bausenhart, Richard Block, Ivana L. Bussi, Carlos S. Caldart, Mariagrazia Capizzi, Xiaoqin Chen, Ángel Correa, Massimiliano Di Luca, Céline Z. Duval, Mark T. Elliott, Dagmar Fraser, David Freestone, Miguel A. García-Pérez, Anne Giersch, Simon Grondin, Nori Jacoby, Florian Klapproth, Franziska Kopp, Maria Kostaki, Laurence Lalanne, Giovanna Mioni, Trevor B. Penney, Patrick E. Poncelet, Patrick Simen, Ryan Stables, Rolf Ulrich, Argiro Vatakis, Dominic Ward, Alan M. Wing, Kieran Yarrow, and Dan Zakay.

Music Emotion Recognition

Yi-Hsuan Yang,Homer H. Chen
Music Emotion Recognition Book PDF

Author : Yi-Hsuan Yang,Homer H. Chen
Publisher : CRC Press
Page : 251 pages
File Size : 41,8 Mb
Release : 2011-02-22
Category : Computers
ISBN : 9781439850473

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Music Emotion Recognition by Yi-Hsuan Yang,Homer H. Chen Pdf

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

Speech, Sound and Music Processing: Embracing Research in India

Sølvi Ystad,Mitsuko Aramaki,Richard Kronland-Martinet,Kristoffer Jensen,Sanghamitra Mohanty
Speech Sound and Music Processing Embracing Research in India Book PDF

Author : Sølvi Ystad,Mitsuko Aramaki,Richard Kronland-Martinet,Kristoffer Jensen,Sanghamitra Mohanty
Publisher : Springer
Page : 235 pages
File Size : 42,6 Mb
Release : 2012-07-02
Category : Computers
ISBN : 9783642319808

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Speech, Sound and Music Processing: Embracing Research in India by Sølvi Ystad,Mitsuko Aramaki,Richard Kronland-Martinet,Kristoffer Jensen,Sanghamitra Mohanty Pdf

This book constitutes the thoroughly refereed post-proceedings of the 8th International Symposium on Computer Music Modeling and Retrieval, CMMR 2011 and the 20th International Symposium on Frontiers of Research in Speech and Music, FRSM 2011. This year the 2 conferences merged for the first time and were held in Bhubanes, India, in March 2011. The 17 revised full papers presented were specially reviewed and revised for inclusion in this proceedings volume. The book is divided in four main chapters which reflect the high quality of the sessions of CMMR 2011, the collaboration with FRSM 2011 and the Indian influence, in the topics of Indian Music, Music Information Retrieval, Sound analysis synthesis and perception and Speech processing of Indian languages.