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The NSynth dataset contains labelled audio samples from various instruments over a range of pitches. The data is prepared for use with TensorFlow and also available in JSON/WAV (metadata/audio) format. From the dataset description: NSynth is an audio dataset containing 305,979 musical notes, each with a unique pitch, timbre, and envelope. For 1,006 ...


A good place to start is browsing the UC Irvine Machine Learning Repository. Note that you can sort by dataset task and attribute types.

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