Omkar2118/datasets huggingface dataset:
NSynth
Full name: NSynth

**NSynth** is a dataset of one shot instrumental notes, containing 305,979 musical notes with unique pitch, timbre and envelope. The sounds were collected from 1006 instruments from commercial sample libraries and are annotated based on their source (acoustic, electronic or synthetic), instrument family and sonic qualities. The instrument families used in the annotation are bass, brass, flute, guitar, keyboard, mallet, organ, reed, string, synth lead and vocal. Four second monophonic 16kHz audio snippets were generated (notes) for the instruments.

Source: [Data Augmentation for Instrument Classification Robust to Audio Effects](https://arxiv.org/abs/1907.08520)
Image Source: [https://magenta.tensorflow.org/nsynth](https://magenta.tensorflow.org/nsynth)

Introducing paper: Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders