Audio Classification from Time-Frequency Texture

Details Audio Classification from Time-Frequency Texture Audio Classification from Time-Frequency Texture

2008-09-25

arxiv.org/abs/0809.4501v1

Computer Science

Computer Vision and Pattern Recognition

Scientific paper

Time-frequency representations of audio signals often resemble texture images. This paper derives a simple audio classification algorithm based on treating sound spectrograms as texture images. The algorithm is inspired by an earlier visual classification scheme particularly efficient at classifying textures. While solely based on time-frequency texture features, the algorithm achieves surprisingly good performance in musical instrument classification experiments.

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