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Author: Alexander Lerch
Publisher: John Wiley & Sons
ISBN: 1119890977
Category : Technology & Engineering
Languages : en
Pages : 467
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Book Description
An Introduction to Audio Content Analysis Enables readers to understand the algorithmic analysis of musical audio signals with AI-driven approaches An Introduction to Audio Content Analysis serves as a comprehensive guide on audio content analysis explaining how signal processing and machine learning approaches can be utilized for the extraction of musical content from audio. It gives readers the algorithmic understanding to teach a computer to interpret music signals and thus allows for the design of tools for interacting with music. The work ties together topics from audio signal processing and machine learning, showing how to use audio content analysis to pick up musical characteristics automatically. A multitude of audio content analysis tasks related to the extraction of tonal, temporal, timbral, and intensity-related characteristics of the music signal are presented. Each task is introduced from both a musical and a technical perspective, detailing the algorithmic approach as well as providing practical guidance on implementation details and evaluation. To aid in reader comprehension, each task description begins with a short introduction to the most important musical and perceptual characteristics of the covered topic, followed by a detailed algorithmic model and its evaluation, and concluded with questions and exercises. For the interested reader, updated supplemental materials are provided via an accompanying website. Written by a well-known expert in the music industry, sample topics covered in Introduction to Audio Content Analysis include: Digital audio signals and their representation, common time-frequency transforms, audio features Pitch and fundamental frequency detection, key and chord Representation of dynamics in music and intensity-related features Beat histograms, onset and tempo detection, beat histograms, and detection of structure in music, and sequence alignment Audio fingerprinting, musical genre, mood, and instrument classification An invaluable guide for newcomers to audio signal processing and industry experts alike, An Introduction to Audio Content Analysis covers a wide range of introductory topics pertaining to music information retrieval and machine listening, allowing students and researchers to quickly gain core holistic knowledge in audio analysis and dig deeper into specific aspects of the field with the help of a large amount of references.
Author: Alexander Lerch
Publisher: John Wiley & Sons
ISBN: 1119890977
Category : Technology & Engineering
Languages : en
Pages : 467
Get Book Here
Book Description
An Introduction to Audio Content Analysis Enables readers to understand the algorithmic analysis of musical audio signals with AI-driven approaches An Introduction to Audio Content Analysis serves as a comprehensive guide on audio content analysis explaining how signal processing and machine learning approaches can be utilized for the extraction of musical content from audio. It gives readers the algorithmic understanding to teach a computer to interpret music signals and thus allows for the design of tools for interacting with music. The work ties together topics from audio signal processing and machine learning, showing how to use audio content analysis to pick up musical characteristics automatically. A multitude of audio content analysis tasks related to the extraction of tonal, temporal, timbral, and intensity-related characteristics of the music signal are presented. Each task is introduced from both a musical and a technical perspective, detailing the algorithmic approach as well as providing practical guidance on implementation details and evaluation. To aid in reader comprehension, each task description begins with a short introduction to the most important musical and perceptual characteristics of the covered topic, followed by a detailed algorithmic model and its evaluation, and concluded with questions and exercises. For the interested reader, updated supplemental materials are provided via an accompanying website. Written by a well-known expert in the music industry, sample topics covered in Introduction to Audio Content Analysis include: Digital audio signals and their representation, common time-frequency transforms, audio features Pitch and fundamental frequency detection, key and chord Representation of dynamics in music and intensity-related features Beat histograms, onset and tempo detection, beat histograms, and detection of structure in music, and sequence alignment Audio fingerprinting, musical genre, mood, and instrument classification An invaluable guide for newcomers to audio signal processing and industry experts alike, An Introduction to Audio Content Analysis covers a wide range of introductory topics pertaining to music information retrieval and machine listening, allowing students and researchers to quickly gain core holistic knowledge in audio analysis and dig deeper into specific aspects of the field with the help of a large amount of references.
Author: Martin Pfleiderer
Publisher: Schott Music Gmbh & Company Kg / Schott Campus
ISBN: 9783959831246
Category :
Languages : en
Pages : 352
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Book Description
The Jazzomat Research Project takes up the challenge of jazz research in the age of digitalisation. It intends to open up a new field of analytical exploration by providing computational tools as well as a comprehensive corpus of improvisations with MeloSpyGUI and the Weimar Jazz Database. This volume presents the main concepts and approaches of the ongoing project including several case studies that demonstrate how these approaches can be included in jazz analysis in various ways.
Author: Bruce Johnson
Publisher: Routledge
ISBN: 1351266667
Category : Music
Languages : en
Pages : 337
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Book Description
Jazz Diaspora: Music and Globalisation is about the international diaspora of jazz, well underway within a year of the first jazz recordings in 1917. This book studies the processes of the global jazz diaspora and its implications for jazz historiography in general, arguing for its relevance to the fields of sonic studies and cognitive theory. Until the late twentieth century, the historiography and analysis of jazz were centred on the US to the almost complete exclusion of any other region. The driving premise of this book is that jazz was not ‘invented’ and then exported: it was invented in the process of being disseminated. Jazz Diaspora is a sustained argument for an alternative historiography, based on a shift from a US-centric to a diasporic perspective on the music. The rationale is double-edged. It appears that most of the world’s jazz is experienced (performed and consumed) in diasporic sites – that is, outside its agreed geographical point of origin – and to ignore diasporic jazz is thus to ignore most jazz activity. It is also widely felt that the balance has shifted, as jazz in its homeland has become increasingly conservative. There has been an assumption that only the ‘authentic’ version of the music--as represented in its country of origin--was of aesthetic and historical interest in the jazz narrative; that the forms that emerged in other countries were simply rather pallid and enervated echoes of the ‘real thing’. This has been accompanied by challenges to the criterion of place- and race-based authenticity as a way of assessing the value of popular music forms in general. As the prototype for the globalisation of popular music, diasporic jazz provides a richly instructive template for the study of the history of modernity as played out musically.
Author: Terhi Nurmikko-Fuller
Publisher: Taylor & Francis
ISBN: 1000929795
Category : Language Arts & Disciplines
Languages : en
Pages : 144
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Book Description
Linked Data for Digital Humanities provides insights into how digital technologies can enrich and diversify humanities scholarship and make it pioneering in the digital age. Written in non-specialist language, the book illustrates how information is captured, published, represented, accessed, and interpreted using computational systems and, in doing so, shows how technologies actively shape the way we understand what we encounter. Focusing as it does on underlying Web architecture and projects accessible online, the book has an inherently international focus. The interdisciplinary case study examples include bibliographic data from works published in England between 1470 and 1700; literature from ancient Iraq; jazz performances, predominantly from the USA in the 1930s; and even reach as far as an alien, fictional future. Whilst these case study examples span vast spatio-temporal distances, they all share a common thread in the use of the Linked Data information publication paradigm. Using existing computer science methods, as well as processes such as ontology development and database design, the book also includes reflections on practical considerations and offers advice about how to take institutional policies, socio-cultural sensitivities, and economic models into consideration when implementing Linked Data projects. Linked Data for Digital Humanities discusses technological issues in the context of Humanities scholarship, bridging disciplines and enabling informed conversations across disciplinary boundaries. It will be of interest to humanities scholars, computer and data scientists, and library and information scientists.
Author: Constantine Stephanidis
Publisher: Springer Nature
ISBN: 3031492153
Category : Computers
Languages : en
Pages : 556
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Book Description
This two-volme set CCIS 1957-1958 is part of the refereed proceedings of the 25th International Conference on Human-Computer Interaction, HCII 2023, which was held in Copenhagen, Denmark, in July 2023. A total of 5583 individuals from academia, research institutes, industry, and governmental agencies from 88 countries submitted contributions, and 1276 papers and 275 posters were included in the proceedings that were published just before the start of the conference. Additionally, 296 papers and 181 posters are included in the volumes of the proceedings published after the conference, as “Late Breaking Work” (papers and posters). The contributions thoroughly cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas.
Author: Curtis Roads
Publisher: MIT Press
ISBN: 0262044919
Category : Computers
Languages : en
Pages : 1287
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Book Description
Expanded, updated, and fully revised—the definitive introduction to electronic music is ready for new generations of students. Essential and state-of-the-art, The Computer Music Tutorial, second edition is a singular text that introduces computer and electronic music, explains its motivations, and puts topics into context. Curtis Roads’s step-by-step presentation orients musicians, engineers, scientists, and anyone else new to computer and electronic music. The new edition continues to be the definitive tutorial on all aspects of computer music, including digital audio, signal processing, musical input devices, performance software, editing systems, algorithmic composition, MIDI, and psychoacoustics, but the second edition also reflects the enormous growth of the field since the book’s original publication in 1996. New chapters cover up-to-date topics like virtual analog, pulsar synthesis, concatenative synthesis, spectrum analysis by atomic decomposition, Open Sound Control, spectrum editors, and instrument and patch editors. Exhaustively referenced and cross-referenced, the second edition adds hundreds of new figures and references to the original charts, diagrams, screen images, and photographs in order to explain basic concepts and terms. Features New chapters: virtual analog, pulsar synthesis, concatenative synthesis, spectrum analysis by atomic decomposition, Open Sound Control, spectrum editors, instrument and patch editors, and an appendix on machine learning Two thousand references support the book’s descriptions and point readers to further study Mathematical notation and program code examples used only when necessary Twenty-five years of classroom, seminar, and workshop use inform the pace and level of the material
Author: Richard Kronland-Martinet
Publisher: Springer Nature
ISBN: 3030702103
Category : Computers
Languages : en
Pages : 726
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Book Description
This book constitutes the refereed proceedings of the 14th International Symposium on Perception, Representations, Image, Sound, Music, CMMR 2019, held in Marseille, France, in October 2019. The 46 full papers presented were selected from 105 submissions. The papers are grouped in 9 sections. The first three sections are related to music information retrieval, computational musicology and composition tools, followed by a section on notations and instruments distributed on mobile devices. The fifth section concerns auditory perception and cognition, while the three following sections are related to sound design and sonic and musical interactions. The last section contains contributions that relate to Jean-Claude Risset's research.
Author: Colin Johnson
Publisher: Springer Nature
ISBN: 303156992X
Category :
Languages : en
Pages : 431
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Book Description
Author: Eduardo Reck Miranda
Publisher: Springer Nature
ISBN: 3030721167
Category : Computers
Languages : en
Pages : 994
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Book Description
This book presents comprehensive coverage of the latest advances in research into enabling machines to listen to and compose new music. It includes chapters introducing what we know about human musical intelligence and on how this knowledge can be simulated with AI. The development of interactive musical robots and emerging new approaches to AI-based musical creativity are also introduced, including brain–computer music interfaces, bio-processors and quantum computing. Artificial Intelligence (AI) technology permeates the music industry, from management systems for recording studios to recommendation systems for online commercialization of music through the Internet. Yet whereas AI for online music distribution is well advanced, this book focuses on a largely unexplored application: AI for creating the actual musical content.
Author: Frederick J. Spencer, M.D.
Publisher: Univ. Press of Mississippi
ISBN: 1628469234
Category : Music
Languages : en
Pages : 447
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Book Description
When a jazz hero dies, rumors, speculation, gossip, and legend can muddle the real cause of death. In this book, Frederick J. Spencer, M.D., conducts an inquest on how jazz greats lived and died pursuing their art. Forensics, medical histories, death certificates, and biographies divulge the way many musical virtuosos really died. An essential reference source, Jazz and Death strives to correct misinformation and set the story straight. Reviewing the medical records of such jazz icons as Scott Joplin, James Reese Europe, Bennie Moten, Tommy Dorsey, Billie Holiday, Charlie Parker, Wardell Gray, and Ronnie Scott, the book spans decades, styles, and causes of death. Divided into disease categories, it covers such illnesses as ALS (Lou Gehrig's Disease), which killed Charlie Mingus, and tuberculosis, which caused the deaths of Chick Webb, Charlie Christian, Bubber Miley, Jimmy Blanton, and Fats Navarro. It notes the significance of dental disease in affecting a musician's embouchure and livelihood, as happened with Joe “King” Oliver. A discussion of Art Tatum's visual impairment leads to discoveries in the pathology of what blinded Lennie Tristano. Heavy drinking, even during Prohibition, was the norm in the clubs of New Orleans and Kansas City and in the ballrooms of Chicago and New York. Too often, the musical scene demanded that those who play jazz be “jazzed.” After World War II, as heroin addiction became the hallmark of revolution, talented bebop artists suffered long absences from the bandstand. Many did jail time, and others succumbed to the ravages of “horse.” With Jazz and Death, the causes behind the great jazz funerals may no longer be misconstrued. Its clinical and morbidly entertaining approach creates an invaluable compendium for jazz fans and scholars alike.
