XLN Audio just released their new drum machine XO, where drum sounds are laid out as a 2D map such that similar sounds are near eachother (also known as an embedding). We helped them build the space using a modified version of t-SNE, as well as some other neat things including auto-trimming, auto-gain, and more. It turned out really cool, download the demo and give it a spin!