Timbre discrimination of signals with identical pitch using neural networks

Samir I Sayegh, Carlos Pomalaza‐Ráez, E. Tepper, Brent Beer · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1991

Pitch recognition and timbre discrimination for a string instrument is investigated using artificial neural networks. Pitch recognition, the easier task, is realized with a linear classifier while timbre discrimination is achieved with a multiple layer perceptron using gradient back propagation learning.

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