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An Introduction to Audio Content Analysis
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 a...
Foundations of Predictive Analytics
Drawing on the authors’ two decades of experience in applied modeling and data mining, Foundations of Predictive Analytics presents the fundamental background required for analyzing data and building models for many practical applications, such as consumer behavior modeling, risk and marketing analytics, and other areas. It also discusses a variety of practical topics that are frequently missing from similar texts. The book begins with the statistical and linear algebra/matrix foundation of modeling methods, from distributions to cumulant and copula functions to Cornish–Fisher expansion and other useful but hard-to-find statistical techniques. It then describes common and unusual linear ...
Music and Science
Music and Science provides an introduction and practical guidance for a scientific and systematic approach to music research. Students with a background in humanities may find the field hard to tackle and this accessible guide will show them how to consider using an appropriate range of methods, introducing them to current standards of research practices including research ethics, open access, and using computational tools such as R for analysis. These research methods are used to identify the underlying patterns behind the data to better understand how music is constructed and how we are influenced by music. The book focusses on music perception and the experience of music as approached through empirical experiments and by analysing music using computational tools spanning audio and score materials. The process of research, collaboration, and publishing in this area of study is also explained and emphasis is given to transparent and replicable research principles. The book will be essential reading for students undertaking empirical projects, particularly in the area of music psychology but also in digital humanities and media studies.
Occupation Child
Told through the eyes of an observant and resilient boy, the book begins with the German seizure of Athens in 1941. Grim events of war, displacement, and exile never extinguish the curiosity – even the joys – of his childhood. Compelling writing mixes reality and fantasy to concoct a memorable tribute to the human spirit, from Asia Minor to Greece to Canada. — Douglas Babington, the Bivouac Prayers. “The ugliest phases of the Civil War were just beginning. It would pit household against household, village against village, and sometimes, brother against brother. The blood-letting would go on and on. The adults seemed to sense that all of this was going to happen and they only spoke in muted tones.” — Tasouli With curiosity and humor Tasouli tells us about his life, including stories about his cat the Resistance hero, the intricate relationships between a young Jewish physician, German offi cers, and Greek partisan communists and their British captives. A strange character appears in his dreams, sometimes supportive, sometimes terrifying, and they develop a strong bond. Occupation Child is ultimately about how a child views hunger, language, politics and love.
Introduction to Audio Analysis
Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses programming techniques, notably MATLAB®, to take a more applied approach to the topic. Basic theory and reproducible experiments are combined to demonstrate theoretical concepts from a practical point of view and provide a solid foundation in the field of audio analysis. Audio feature extraction, audio classification, audio segmentation, and music information retrieval are all addressed in detail, along with material on basic audio processin...
A NIME Reader
What is a musical instrument? What are the musical instruments of the future? This anthology presents thirty papers selected from the fifteen year long history of the International Conference on New Interfaces for Musical Expression (NIME). NIME is a leading music technology conference, and an important venue for researchers and artists to present and discuss their explorations of musical instruments and technologies. Each of the papers is followed by commentaries written by the original authors and by leading experts. The volume covers important developments in the field, including the earliest reports of instruments like the reacTable, Overtone Violin, Pebblebox, and Plank. There are also numerous papers presenting new development platforms and technologies, as well as critical reflections, theoretical analyses and artistic experiences. The anthology is intended for newcomers who want to get an overview of recent advances in music technology. The historical traces, meta-discussions and reflections will also be of interest for longtime NIME participants. The book thus serves both as a survey of influential past work and as a starting point for new and exciting future developments.
From Sounds to Music and Emotions
This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Symposium on Computer Music Modeling and Retrieval, CMMR 2012, held in London, UK, in June 2012. The 28 revised full papers presented were carefully reviewed and selected for inclusion in this volume. The papers have been organized in the following topical sections: music emotion analysis; 3D audio and sound synthesis; computer models of music perception and cognition; music emotion recognition; music information retrieval; film soundtrack and music recommendation; and computational musicology and music education. The volume also includes selected papers from the Cross-Disciplinary Perspectives on Expressive Performance Workshop held within the framework of CMMR 2012.
Research and Advanced Technology for Digital Libraries
Welcome to ECDL 2003 and to these conference proceedings, featuring all the papers presented at the 7th European Conference on Research and Advanced Technology for Digital Libraries. Following Pisa (1997), Heraklion (1998), Paris (1999), Lisbon (2000), Da- stadt (2001) and Rome (2002), ECDL 2003 in Trondheim reaches some of the northernmost shores of the continent. Being the seventh in an annual series of conferences represents, for better and for worse, a considerable tradition in the fast changing world of digit- library-related research and development. It is still a di?cult and slow job to change traditional forms and formats of communication at – and related to – scienti?c conferenc...
Intelligent Music Information Systems: Tools and Methodologies
Modern technology and the development of user-centric applications have grown to encompass many of our everyday routines and interests. Such advances in music data management and information retrieval techniques have crossed the boundaries of expertise from researchers to developers to professionals in the music industry. Intelligent Music Information Systems: Tools and Methodologies provides comprehensive description and analysis into the use of music information retrieval from the data management perspective, and thus provides libraries in academic, commercial, and other settings with a complete reference for multimedia system applications.
