Claus Weihs: Music Data Analysis

Cover: 9780367872816 | Music Data Analysis | Foundations and Applications | Weihs (u. a.)

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Sprache: Englisch

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Beschreibung

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.

Inhaltsverzeichnis

MUSIC AND AUDIO. Introduction. The Musical Signal - Physically and Psychologically. Musical Structures and Their Perception. Digital Signal Processing. Digital Representation of Music. Signal-level Features. METHODS. Foundations of Statistics. Optimization. Unsupervised Classification. Supervised Classification. Evaluation. Feature Processing. Feature Selection. APPLICATIONS. Transcription. Segmentation. Instrument Recognition. Chord and Harmony Recognition. Tempo Recognition. Emotions. Structuring Of Music Collections. Music Recommendation. Automatic Composition. IMPLEMENTATION. Architecture. User Interaction. Hardware.

Details

Medium:	Taschenbuch
ISBN-13:	9780367872816
ISBN-10:	0367872811
Sprache:	Englisch
Redaktion:	Weihs, Claus Jannach, Dietmar Vatolkin, Igor Rudolph, Guenter
Hersteller:	Taylor & Francis Chapman and Hall/CRC
Verantwortliche Person für die EU:	preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Maße:	37 x 156 x 234 mm
Von/Mit:	Claus Weihs (u. a.)
Erscheinungsdatum:	16.12.2019
Gewicht:	1,041 kg