Signal Processing Methods for Music Transcription

Herausgegeben:Klapuri, Anssi; Davy, Manuel

• Broschiertes Buch

Produktbeschreibung

This book serves as an ideal starting point for newcomers and an excellent reference source for people already working in the field. Researchers and graduate students in signal processing, computer science, acoustics and music will primarily benefit from this text. It could be used as a textbook for advanced courses in music signal processing. Since it only requires a basic knowledge of signal processing, it is accessible to undergraduate students.

Produktdetails

• Verlag: Springer / Springer US / Springer, Berlin
• Artikelnr. des Verlages: 978-1-4419-4035-3
• Softcover reprint of hardcover 1st ed. 2006
• Seitenzahl: 452
• Erscheinungstermin: 29. Oktober 2010
• Englisch
• Abmessung: 235mm x 155mm x 25mm
• Gewicht: 679g
• ISBN-13: 9781441940353
• ISBN-10: 1441940359
• Artikelnr.: 32135688

Inhaltsangabe

Foundations.- to Music Transcription.- An Introduction to Statistical Signal Processing and Spectrum Estimation.- Sparse Adaptive Representations for Musical Signals.- Rhythm and Timbre Analysis.- Beat Tracking and Musical Metre Analysis.- Unpitched Percussion Transcription.- Automatic Classification of Pitched Musical Instrument Sounds.- Multiple Fundamental Frequency Analysis.- Multiple Fundamental Frequency Estimation Based on Generative Models.- Auditory Model-Based Methods for Multiple Fundamental Frequency Estimation.- Unsupervised Learning Methods for Source Separation in Monaural Music Signals.- Entire Systems, Acoustic and Musicological Modelling.- Auditory Scene Analysis in Music Signals.- Music Scene Description.- Singing Transcription.