On-the-fly audio processing using nnAudio

Dorien Herremans
8 min readJul 29, 2022

Step-by-step tutorial of how to use nnAudio to tackle the keyword spotting (KWS) task

Have you heard about nnAudio? A PyTorch tool for Audio Processing using GPU.

I want to introduce a very handy trainable front-end tool to all of you — nnAudio [1]. After providing some background, we will dive into the coding tutorial.

In audio deep learning, spectrograms play an important role: to connect audio files…

--

--

Dorien Herremans

Associate Professor at Singapore University of Technology and Design. Lead of the Audio, Music, and AI Lab (AMAAI)