Wavelets and subband coding
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
Time-Frequency Analysis of Musical Instruments
SIAM Review
Towards Musical Data Classification via Wavelet Analysis
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Signal Processing Methods for Music Transcription
Signal Processing Methods for Music Transcription
Analysis, Synthesis, and Perception of Musical Sounds: The Sound of Music (Modern Acoustics and Signal Processing)
Musical Sound Classification based on Wavelet Analysis
Fundamenta Informaticae - Intelligent Systems
Wavelet-based algorithm for signal analysis
EURASIP Journal on Applied Signal Processing
Time--frequency feature representation using energy concentration: An overview of recent advances
Digital Signal Processing
A Wavelet Tour of Signal Processing, Third Edition: The Sparse Way
A Wavelet Tour of Signal Processing, Third Edition: The Sparse Way
Techniques to obtain good resolution and concentrated time-frequency distributions: a review
EURASIP Journal on Advances in Signal Processing
Journal of Intelligent Information Systems
Perception-Based Data Processing in Acoustics: Applications to Music Information Retrieval and Psychophysiology of Hearing
Journal of Intelligent Information Systems
Multiridge detection and time-frequency reconstruction
IEEE Transactions on Signal Processing
Characterization of signals by the ridges of their wavelettransforms
IEEE Transactions on Signal Processing
Instrument recognition in polyphonic music based on automatic taxonomies
IEEE Transactions on Audio, Speech, and Language Processing
Separation of synchronous pitched notes by spectral filtering of harmonics
IEEE Transactions on Audio, Speech, and Language Processing
Toward intelligent music information retrieval
IEEE Transactions on Multimedia
A Study on Feature Analysis for Musical Instrument Classification
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance
IEEE Transactions on Image Processing
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The time-varying frequency structure of musical signals have been analyzed using wavelets by either extracting the instantaneous frequency of signals or building features from the energies of sub-band coefficients. We propose to benefit from a combination of these two approaches and use the time-frequency domain energy localization curves, called as wavelet ridges, in order to build features for classification of musical instrument sounds. We evaluated the representative capability of our feature in different musical instrument classification problems using support vector machine classifiers. The comparison with the features based on parameterizing the wavelet sub-band energies confirmed the effectiveness of the proposed feature.