An introduction to audio content analysis : music information retrieval tasks & applications /

"This book explores algorithms that extract the relevant content information from a digital audio signal and interpret the extracted information for applications such as music recommendation, music tutoring, or music generation. This second edition covers an even broader range of tasks aimed at...

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Bibliographic Details
Main Author: Lerch, Alexander (Author)
Format: eBook
Language:English
Published: Hoboken, New Jersey : John Wiley & Sons, Inc., [2023]
Edition:Second edition.
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary:"This book explores algorithms that extract the relevant content information from a digital audio signal and interpret the extracted information for applications such as music recommendation, music tutoring, or music generation. This second edition covers an even broader range of tasks aimed at extracting all forms of musical content from the audio. After a general introduction in the process and goals of audio content analysis, the text focuses on tasks that can be grouped into a content category: tonal analysis, intensity analysis, and temporal analysis. The following chapters often span multiple of these categories and cover the alignment of two audio sequences, the classification of musical genre, mood, and instruments, the computation of music similarity, and the assessment of music performance"--
Physical Description:1 online resource (xxix, 434 pages) : illustrations
Bibliography:Includes bibliographical references and index.
ISBN:9781119890973
1119890977
9781119890966
1119890969
9781119890980
1119890985