audio-spike-sorting

Spike sorting for audio events: record examples of each event type, synthesize recordings with known ground truth, run MATLAB-syntax sorting algorithms in the browser via numbl, and score the errors.

Event types record hundreds of examples of each; keep events at least 200 ms apart

Benchmark configuration each run synthesizes a fresh dataset from seed + run index

Algorithms function [times, labels] = name(x, fs, training) · MATLAB syntax, executed by numbl

Run every enabled algorithm on every synthesized dataset

Explore wheel zooms, drag pans, click auditions