# nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks

> Research article (IEEE Access, 2020) · cited 74× · AI/ML

**Wikidata**: [openalex:W3081424945](https://www.wikidata.org/wiki/openalex:W3081424945)  
**Source**: https://4ort.xyz/entity/nnaudio-an-on-the-fly-gpu-audio-to-spectrogram-conversion-toolbox-using-1d-convolutional-neural-networks