Drop the Machinist001 an email if you want to contribute, or join our discord channel for updates, issues and development. [email protected] The device consists of an integrated hardware unit featuring a touch-enabled graphical user interface (GUI) for intuitive sample selection. The backend incorporates a chopping method for segmenting recordings into usable units, clustering algorithm to group audio content and a synth engine. A core component is the algorithmic or machine learning–driven sample-to-synthesiser selector, which intelligently maps audio samples to synthesis parameters. - Design for **clarity and minimalism** in both function and form. - Favour **elegant, intuitive controls** over dense technical depth - Value **affordability** above polished aesthetics - Above all, prioritise **modularity** for adaptability and creative freedom