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Music Data Analysis: Foundarions and Applications

Claus Weihs, Dietmar Jannach, Igor Vatolkin, and Guenter Rudolph
Publication Date: 
2016
Number of Pages: 
675
Format: 
Hardcover
Series: 
Chapman & Hall/CRC Computer Science and Data Analysis Series
Price: 
89.95
ISBN: 
9781498719568
Category: 
Textbook
We do not plan to review this book.

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.

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