Week 3 - Audio Feature Extraction I
Fri 24 January 2014 by Andres CabreraNotes:
Ipython notebooks:
Homework
due: Friday January 31th
On your music collection perform the measurement of RMS and plot the result as a histogram. Separate your collection by artist, album or genre, and show any differences or similarities in the values of RMS.
Additionally, select 5 tracks from your collection and extract windowed RMS. Explore the effect of different sized windows on the result.
Reading:
due: Friday January 31th
G. Tzanetakis. Chapter 2: Audio Feature Extraction. Sections 2.1 and 2.2. Pages 43-57. From Music Data Mining.
Additional Reading:
Peeters, G. (2004). A large set of audio features for sound description (similarity and classification) in the CUIDADO project (pp. 1–25). Retrieved from http://www.citeulike.org/group/1854/article/1562527