RuSSIR 2013 QBSH and AFP as Two Successful Paradigms of Music Information Retrieval Jyh-Shing Roger...
-
Upload
shonda-patrick -
Category
Documents
-
view
220 -
download
2
Transcript of RuSSIR 2013 QBSH and AFP as Two Successful Paradigms of Music Information Retrieval Jyh-Shing Roger...
RuSSIR 2013QBSH and AFP as Two Successful Paradigms of
Music Information Retrieval
Jyh-Shing Roger Jang (張智星 )http://mirlab.org/jangMIR Lab, CSIE Dept
National Taiwan Univ., Taiwan
Course Outline
QBSH & AFP Query by
singing/humming Audio Fingerprinting (aka
query by exact example)
Comparison Serve the same purpose All the others differ a lot
Different featuresDifferent retrieval methodsDifferent bottlenecks
Our foci Feature extraction &
Comparison methods Optimization strategies MATLAB prototypes &
system demos
Course syllabus
Course Schedule
QBSH Sept 16, 2003
Intro. to audio signalsBasic audio features
Sept 17, 2003Pitch tracking
Sept 18, 2003Comparison methodsQBSH demosQBSH prototype in
MATLAB
AFP Sept 19, 2003
AFP feature extraction and comparison
Sept 20, 2003AFP demosAFP prototype in
MATLAB
Related Resources
Online tutorials Audio signal processing
and recognition: http://mirlab.org/jang/books/audioSignalProcessing
Data clustering and pattern recognition: http://mirlab.org/jang/books/dcpr
MATLAB toolboxes Machine learning
toolbox: http://mirlab.org/jang/matlab/toolbox/machineLearning
SAP (speech and audio processing) toolbox: http://mirlab.org/jang/matlab/toolbox/sap