Music feature extraction using wavelet coefficient histograms

Music – Instruments – Electrical musical tone generation

Reexamination Certificate

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C084S615000

Reexamination Certificate

active

07091409

ABSTRACT:
A music classification technique computes histograms of Daubechies wavelet coefficients at various frequency subbands with various resolutions. The coefficients are then used as an input to a machine learning technique to identify the genre and emotional content of music.

REFERENCES:
patent: 5124930 (1992-06-01), Nicolas et al.
patent: 5781881 (1998-07-01), Stegmann
patent: 6105015 (2000-08-01), Nguyen et al.
patent: 6718063 (2004-04-01), Lennon et al.
patent: 2001/0044719 (2001-11-01), Casey
patent: 2003/0086341 (2003-05-01), Wells et al.
patent: 2003/0205124 (2003-11-01), Foote et al.
T. Li, “Content-Based Music Similarity Search and Emotion Detection”, Proceedings of the 2004 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2004).
T. Li, et al., “A Comparative Study on Content-based Music Genre Classification” Proceedings of Annual ACM Conference and Research and Development in Information Retrieval, Jul.-Aug. 2003, p. 282-289.
G. Tzanetakis, “Musical Genre Classification of Audio Signals”, IEEE Transaction on Speech and Audio Processing, vol. 10, No. 5, Jul. 2002, pp. 293-302.
M. Lennon, et al., “Curvilinear Component Analysis for Nonlinear Dimensionally Reduction of Hyperspectral Images”, Universersite de Rennes, France.
Joachim Stegmann, et al., “Robust Classification of Speech Based on the Dyadic Wavelet Transform with Application to CELP Coding”, IEEE, 1996, pp. 546-549.
Vidya Venkatachalam, et al., “Automatic Identification of Sound Recordings”, IEEE Signal Processing Magazine, Mar. 2004; pp. 92-99.

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