Notebook
Resonators: A Rust Port of the Resonate Algorithm
Real-time spectral analysis without FFTs, ported to Rust with Python and WebAssembly bindings.
Apr 29, 2026·8 min read
Fine-Tuning ResNet-18 for Audio Classification
Sweeping spectrogram hyperparameters with W&B to fine-tune ResNet-18 and DenseNet-161 on the ESC-50 audio classification dataset.
Oct 23, 2020·12 min read
Audio Classification using FastAI and On-the-Fly Frequency Transforms
An experiment with generating spectrograms from raw audio at training time with PyTorch and fastai v1.
Nov 28, 2018·9 min read