1000 Ways of Rejection

2020

Sorted an audio dataset of 1000 different people saying "no" into clusters and visualized them in p5.js. By moving the mouse around in the canvas, you'll hear the "no"s being spoken continuously while passing each data point.

Dataset:

Speech Commands

Resources:

Sorting Audio Clips

Using UMAP for Clustering

Plotting UMAP Results

Tools:

librosa

sklearn

UMAP

HDBSCAN

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