Fundamentals of Music Processing

Author: Meinard Müller
Publisher: Springer
ISBN: 3319219456
Category : Computers
Languages : en
Pages : 509

Book Description
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.

Fundamentals of Music Processing

Author: Meinard Müller
Publisher: Springer Nature
ISBN: 3030698084
Category : Computers
Languages : en
Pages : 495

Book Description
The textbook provides both profound technological knowledge and a comprehensive treatment of essential topics in music processing and music information retrieval (MIR). Including numerous examples, figures, and exercises, this book is suited for students, lecturers, and researchers working in audio engineering, signal processing, computer science, digital humanities, and musicology. The book consists of eight chapters. The first two cover foundations of music representations and the Fourier transform—concepts used throughout the book. Each of the subsequent chapters starts with a general description of a concrete music processing task and then discusses—in a mathematically rigorous way—essential techniques and algorithms applicable to a wide range of analysis, classification, and retrieval problems. By mixing theory and practice, the book’s goal is to offer detailed technological insights and a deep understanding of music processing applications. As a substantial extension, the textbook’s second edition introduces the FMP (fundamentals of music processing) notebooks, which provide additional audio-visual material and Python code examples that implement all computational approaches step by step. Using Jupyter notebooks and open-source web applications, the FMP notebooks yield an interactive framework that allows students to experiment with their music examples, explore the effect of parameter settings, and understand the computed results by suitable visualizations and sonifications. The FMP notebooks are available from the author’s institutional web page at the International Audio Laboratories Erlangen.

Information Retrieval for Music and Motion

Author: Meinard Müller
Publisher: Springer Science & Business Media
ISBN: 3540740481
Category : Computers
Languages : en
Pages : 319

Book Description
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.

Digital Sound Processing for Music and Multimedia

Author: Ross Kirk
Publisher: CRC Press
ISBN: 1136116370
Category : Technology & Engineering
Languages : en
Pages : 411

Book Description
Provides an introduction to the nature, synthesis and transformation of sound which forms the basis of digital sound processing for music and multimedia. Background information in computer techniques is included so that you can write computer algorithms to realise new processes central to your own musical and sound processing ideas. Finally, material is inlcuded to explain the way in which people contribute to the development of new kinds of performance and composition systems. Key features of the book include: · Contents structured into free-standing parts for easy navigation · `Flow lines' to suggest alternative paths through the book, depending on the primary interest of the reader. · Practical examples are contained on a supporting website. Digital Sound Processing can be used by anyone, whether from an audio engineering, musical or music technology perspective. Digital sound processing in its various spheres - music technology, studio systems and multimedia - are witnessing the dawning of a new age. The opportunities for involvement in the expansion and development of sound transformation, musical performance and composition are unprecedented. The supporting website (www.york.ac.uk/inst/mustech/dspmm.htm) contains working examples of computer techniques, music synthesis and sound processing.

Foundations of Signal Processing

Author: Martin Vetterli
Publisher: Cambridge University Press
ISBN: 1139916572
Category : Technology & Engineering
Languages : en
Pages : 745

Book Description
This comprehensive and engaging textbook introduces the basic principles and techniques of signal processing, from the fundamental ideas of signals and systems theory to real-world applications. Students are introduced to the powerful foundations of modern signal processing, including the basic geometry of Hilbert space, the mathematics of Fourier transforms, and essentials of sampling, interpolation, approximation and compression The authors discuss real-world issues and hurdles to using these tools, and ways of adapting them to overcome problems of finiteness and localization, the limitations of uncertainty, and computational costs. It includes over 160 homework problems and over 220 worked examples, specifically designed to test and expand students' understanding of the fundamentals of signal processing, and is accompanied by extensive online materials designed to aid learning, including Mathematica® resources and interactive demonstrations.

Music, Physics and Engineering

Author: Harry F. Olson
Publisher: Courier Corporation
ISBN: 0486317021
Category : Music
Languages : en
Pages : 482

Book Description
This extraordinarily comprehensive text, requiring no special background, discusses the nature of sound waves, musical instruments, musical notation, acoustic materials, elements of sound reproduction systems, and electronic music. Includes 376 figures.

Fundamentals of Audio Production

Author: Drew O. McDaniel
Publisher: Allyn & Bacon
ISBN:
Category : Business & Economics
Languages : en
Pages : 330

Book Description
Fundamentals of Audio Production offers an up-to-date treatment of the entire spectrum of audio production activities with an emphasis on current digital production techniques that have revolutionized the field over the last decade. Individual sections of the text provide clear, detailed explanations of the recording studio, radio, audio for video, post production, field production, and live sound reinforcement. The author team brings to the text a diversity of professional specializations to provide a truly comprehensive overview of the audio production field. - from back cover.

An Introduction to Audio Content Analysis

Author: Alexander Lerch
Publisher: John Wiley & Sons
ISBN: 1118393503
Category : Technology & Engineering
Languages : en
Pages : 273

Book Description
With the proliferation of digital audio distribution over digital media, audio content analysis is fast becoming a requirement for designers of intelligent signal-adaptive audio processing systems. Written by a well-known expert in the field, this book provides quick access to different analysis algorithms and allows comparison between different approaches to the same task, making it useful for newcomers to audio signal processing and industry experts alike. A review of relevant fundamentals in audio signal processing, psychoacoustics, and music theory, as well as downloadable MATLAB files are also included. Please visit the companion website: www.AudioContentAnalysis.org

Fundamentals of Digital Signal Processing

Author: Joyce Van de Vegte
Publisher:
ISBN: 9789861547879
Category : Signal processing
Languages : en
Pages : 810

Book Description

Fundamentals of Music

Author: Earl Henry
Publisher: Pearson Higher Ed
ISBN: 0205918514
Category : Music
Languages : en
Pages : 493

Book Description
This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Mastering Fundamentals in a Musical Context Fundamentals of Music provides a clear and comprehensive approach to mastering the language of music. The authors invite students to create composition projects, develop aural skills through listening exercises, and analyze musical examples from various styles and genres. With two new authors, this text has been thoroughly revised and expanded, yet maintains the intent of its original author Earl Henry. The optional MySearchLab with eText powered by Exposition Music provides opportunities for students to practice their skills and receive immediate feedback. Each chapter has a pretest, post-test, and chapter review. Separate drills are included for ear training. These assessments feature more than the usual multiple-choice questions, allowing a student to drag and drop notation on a musical staff. This provides opportunities to demonstrate the mastery of concepts and reach a variety of learning styles. A better teaching and learning experience This program will provide a better teaching and learning experience— for you and your students. Here’s how: Personalize Learning — The new MySearchLab with eText delivers proven results in helping students succeed, provides engaging experiences that personalize learning, and comes from a trusted partner with educational expertise and a deep commitment to helping students and instructors achieve their goals. Improve Critical Thinking — Each of the 13 chapters divide into five main areas allowing students to learn terms and symbols and expand their listening skills. Exercises encourage students to apply concepts to a piece of music at the conclusion of each chapter. Engage Students — Each chapter concludes with a number of creative exercises and projects allowing students to learn interactively. With the audio CD and MySearchLab powered by Exposition Music, students can polish their aural skills using the drills designed specifically to accompany the text. Support Instructors — A full Instructor’s Manual is available for this text. Additional assessment is made available through Exposition Music. Note: MySearchLab with eText does not come automatically packaged with this text. To purchase MySearchLab with eText, please visit www.mysearchlab.com or you can purchase a ValuePack of the text + MySearchLab with eText: ValuePack ISBN 10: 0205885896 / ValuePack ISBN-13: 9780205885893.