The Music In The Data
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The Music In The Data
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Author : Christopher White
language : en
Publisher: Taylor & Francis
Release Date : 2022-12-28
The Music In The Data written by Christopher White and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-28 with Music categories.
Putting forward an extensive new argument for a humanities-based approach to big-data analysis, The Music in the Data shows how large datasets of music, or music corpora, can be productively integrated with the qualitative questions at the heart of music research. The author argues that as well as providing objective evidence, music corpora can themselves be treated as texts to be subjectively read and creatively interpreted, allowing new levels of understanding and insight into music traditions. Each chapter in this book asks how we define a core music-theory topic, such as style, harmony, meter, function, and musical key, and then approaches the topic through considering trends within large musical datasets, applying a combination of quantitative analysis and qualitative interpretation. Throughout, several basic techniques of data analysis are introduced and explained, with supporting materials available online. Connecting the empirical information from corpus analysis with theories of musical and textual meaning, and showing how each approach can enrich the other, this book provides a vital perspective for scholars and students in music theory, musicology, and all areas of music research.
Music Data Mining
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Author : Tao Li
language : en
Publisher: CRC Press
Release Date : 2011-07-12
Music Data Mining written by Tao Li and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-12 with Business & Economics categories.
The research area of music information retrieval has gradually evolved to address the challenges of effectively accessing and interacting large collections of music and associated data, such as styles, artists, lyrics, and reviews. Bringing together an interdisciplinary array of top researchers, Music Data Mining presents a variety of approaches to
Music Data Analysis
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Author : Claus Weihs
language : en
Publisher: CRC Press
Release Date : 2016-11-17
Music Data Analysis written by Claus Weihs and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-17 with Business & Economics categories.
This book provides a comprehensive overview of music data analysis, from introductory material to advanced concepts. It covers various applications including transcription and segmentation as well as chord and harmony, instrument and tempo recognition. It also discusses the implementation aspects of music data analysis such as architecture, user interface and hardware. It is ideal for use in university classes with an interest in music data analysis. It also could be used in computer science and statistics as well as musicology.
Music Research Data Management
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Author : Amy S. Jackson
language : en
Publisher: A-R Editions, Inc.
Release Date : 2020-01-01
Music Research Data Management written by Amy S. Jackson and has been published by A-R Editions, Inc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-01 with Language Arts & Disciplines categories.
What is research data for music researchers and performers? How can music librarians develop their knowledge and skills to better meet the research data needs of their constituents, and contribute to the data-intensive turn in academia? Music Research Data Management: A Guide for Librarians explores these questions, provides readers with a background in research data management as it applies to specific music disciplines, and presents examples of the data used within several of the major music and music-related disciplines. Many academic libraries offer extensive research data management services, which may include support for data management planning, data description and access, preservation, and the promotion of open data initiatives. Because of a lack of shared vocabulary, music researchers may not realize that they work with “data” and are eligible for these services. Music researchers and performers work with items such as texts, datasets, and recordings, and create new items for the library to curate and preserve. By drawing upon research data management principles, music librarians can define music research data and articulate its importance. Music Research Data situates research data management within the music disciplines and examines how music librarians can become leaders in the evolving turn towards data-focused research and scholarship, including ways in which our libraries can better support and curate these data. Useful to music librarians with varying levels of experience and development in research data management services at their libraries, this book offers a solid foundation for building these services.
Music 2025
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Author : Frank Lyons
language : en
Publisher:
Release Date : 2019
Music 2025 written by Frank Lyons and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
From Data To Decisions In Music Education Research
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Author : Brian C. Wesolowski
language : en
Publisher: Routledge
Release Date : 2022-02-22
From Data To Decisions In Music Education Research written by Brian C. Wesolowski and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-22 with Music categories.
From Data to Decisions in Music Education Research provides a structured and hands-on approach to working with empirical data in the context of music education research. Using step-by-step tutorials with in-depth examples of music education data, this book draws upon concepts in data science and statistics to provide a comprehensive framework for working with a variety of data and solving data-driven problems. All of the skills presented here use the R programming language, a free, open-source statistical computing and graphics environment. Using R enables readers to refine their computational thinking abilities and data literacy skills while facilitating reproducibility, replication, and transparency of data analysis in the field. The book offers: A clear and comprehensive framework for thinking about data analysis processes in a music education context. An overview of common data structures and data types used in statistical programming and data analytics. Techniques for cleaning, preprocessing, manipulating, aggregating, and mining data in ways that facilitate organization and interpretation. Methods for summarizing and visualizing data to help identify structures, patterns, and trends within data sets. Detailed applications of descriptive, diagnostic, and predictive analytics processes. Step-by-step code for all concepts and analyses. Direct access to all data sets and R script files through the accompanying eResource. From Data to Decisions in Music Education Research offers a reference "cookbook" of code and programming recipes written with the graduate music education student in mind and breaks down data analysis processes and skills in an approachable fashion. It can be used across a wide range of graduate music education courses that rely on the application of empirical data analyses and will be useful to all music education scholars and professionals seeking to enhance their use of quantitative data.
Statistics In Musicology
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Author : Jan Beran
language : en
Publisher: CRC Press
Release Date : 2003-07-15
Statistics In Musicology written by Jan Beran and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-07-15 with Mathematics categories.
Traditionally, statistics and music are not generally associated with each other. However, ...intelligent... music software, computer digitization, and other advanced techniques and technologies have precipitated the need for standard statistical models to answer basic musicological questions. Statistics In Musicology presents an unprecedented introduction to statistical and mathematical methods developed for use in music analysis, music theory, and performance theory. It explores concrete methods for data generation and numerical encoding of musical data and serves as a practical reference for a wide audience, including statisticians, mathematicians, musicologists, and musicians.
Rethinking The Music Business
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Author : Guy Morrow
language : en
Publisher: Springer Nature
Release Date : 2022-09-07
Rethinking The Music Business written by Guy Morrow and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-07 with Social Science categories.
COVID-19 had a global impact on health, communities, and the economy. As a result of COVID-19, music festivals, gigs, and events were canceled or postponed across the world. This directly affected the incomes and practices of many artists and the revenue for many entities in the music business. Despite this crisis, however, there are pre-existing trends in the music business – the rise of the streaming economy, technological change (virtual and augmented reality, blockchain, etc.), and new copyright legislation. Some of these trends were impacted by the COVID-19 crisis while others were not. This book addresses these challenges and trends by following a two-pronged approach: the first part focuses on the impact of COVID-19 on the music business, and the second features general perspectives. Throughout both parts, case studies bring various themes to life. The contributors address issues within the music business before and during COVID-19. Using various critical approaches for studying the music business, this research-based book addresses key questions concerning music contexts, rights, data, and COVID-19. Rethinking the music business is a valuable study aid for undergraduate and postgraduate students in subjects including the music business, cultural economics, cultural management, creative and cultural industries studies, business and management studies, and media and communications.
Intelligent Music Information Systems Tools And Methodologies
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Author : Shen, Jialie
language : en
Publisher: IGI Global
Release Date : 2007-08-31
Intelligent Music Information Systems Tools And Methodologies written by Shen, Jialie and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-31 with Technology & Engineering categories.
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.
Collecting Analyzing And Reporting Data
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Author : Colleen Conway
language : en
Publisher: Oxford University Press
Release Date : 2020-03-02
Collecting Analyzing And Reporting Data written by Colleen Conway and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-02 with Music categories.
In a newly updated paperback release, Collecting, Analyzing, and Reporting Data considers an array of strategies for working with qualitative data in American music education. Observations, interviews, focus groups, document analysis and music-making as data reveal unique potential to inform the field of music education. The capabilities of digital technologies to collect and analyze data, as well as the challenges they present, are examined in the context of an increasingly digitized American society. Guidance is provided to the researcher to understand their role and the ethical landscape they navigate. Collecting, Analyzing, and Reporting Data is the second of three paperback volumes derived from the original Oxford Handbook of Qualitative Research in American Music Education, which outlines the history of qualitative research in music education and explores the contemporary use of qualitative approaches in examining issues related to music teaching and learning.