Post by Philippe Dulbecco

Many AI product failures originate from a single, recurring root cause: inadequate data pipelines. Garbage in, garbage out. In order to create meaningfull products, we must understand the data. Let's make it fun and beautifull while we are at it. I used pan, my graph DSP engine for audio (extraction + generation), built in Zig for real-time processing down to bare metal. Let's observe Anna Maria Hefele's voice, an overtone singer (can sing two notes at the same time). Much of the observable world can be understood as intricate patterns of frequencies, many of which extend beyond the limits of direct human sensory perception.

Video Content