My most relevant personal projects, in the topics of electronics, deep-learning, signal proessing and real-time systems.
Binary Neural Networks for FPGAs
A CNN designed to regress an FM synthesizer configuration from audio samples. Extracts features from a 2s samples and models Yamaha DX7 patches.
melopak generates audio samples of specific lenght and sample frequency using MIDI and a Synthesizer.
VAE with automatic gradient
Approximating a distribution using automatic gradient and a fully-connected neural network.