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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.
Asa 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.
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.
Asa 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.
Combines foundational technologies and essential applications in music processing and music information retrieval
Chapters can be read independently and thus serve as building blocks for individually structured courses
Each chapter is complemented with many examples, figures, exercises, and references for further reading
Related Web page includes additional audio-visual material and Python code examples
| Erscheinungsjahr: | 2022 |
|---|---|
| Fachbereich: | Anwendungs-Software |
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 528 |
| Inhalt: |
xxxi
495 S. |
| ISBN-13: | 9783030698102 |
| ISBN-10: | 3030698106 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Müller, Meinard |
| Auflage: | 2nd ed. 2021 |
| Hersteller: | Springer International Publishing |
| Maße: | 235 x 155 x 27 mm |
| Von/Mit: | Meinard Müller |
| Erscheinungsdatum: | 11.04.2022 |
| Gewicht: | 0,887 kg |
Combines foundational technologies and essential applications in music processing and music information retrieval
Chapters can be read independently and thus serve as building blocks for individually structured courses
Each chapter is complemented with many examples, figures, exercises, and references for further reading
Related Web page includes additional audio-visual material and Python code examples
| Erscheinungsjahr: | 2022 |
|---|---|
| Fachbereich: | Anwendungs-Software |
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 528 |
| Inhalt: |
xxxi
495 S. |
| ISBN-13: | 9783030698102 |
| ISBN-10: | 3030698106 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Müller, Meinard |
| Auflage: | 2nd ed. 2021 |
| Hersteller: | Springer International Publishing |
| Maße: | 235 x 155 x 27 mm |
| Von/Mit: | Meinard Müller |
| Erscheinungsdatum: | 11.04.2022 |
| Gewicht: | 0,887 kg |
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