The NSynth dataset contains four-second 16 kHz audio snippets for each instrument, ranging over every pitch of a standard MIDI piano and five different velocities. It's designed as a benchmark for audio machine learning and a foundation for future datasets. It includes information on the source and family of sound production for each instrument, as well as features like pitch, velocity, sample rate, and sonic qualities. The dataset has train, valid, and test splits, with instruments not overlapping between these splits.
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