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Training Deep Convolutional Networks with Unlimited Synthesis of Musical Examples for Multiple Instrument Recognition
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Sethi, R., Weninger, N., Hindle, Abram, Bulitko, V., Frishkopf, M.
Deep learning has yielded promising results in music information retrieval and other domains compared to machine learning algorithms trained on hand-crafted feature representations, but is often limited by the availability of data and vast hyper-parameter space. It is difficult to obtain large...
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