domenicostefani / tflite-vstplugin-template

JUCE Template plugins to use TensorFlow lite for deep learning inference

Hi 👋 I'm Domenico

I'm a post-doctoral researcher working on AI and music at the CIMIL, University of Trento. Italy 🇮🇹.

My current projects are:

• 🎸 Deep Learning on embedded computers for Real-time Guitar technique recognition
• 🎸🎹 Deep Learning on embedded computers for Real-time and offline Emotion Recognition from improvised music
• 🪐 Spatial Audio VST plugin development

I'm passionate about audio programming (I've been coding JUCE plugins for embedded Elk OS for ~3 years) and would like to get more into DSP and audio plugin development.

More info about my work is on my website 🌐.

I also love to play the guitar and twist knobs on synths like I know what I'm doing 🎛🎹

Some Publications

• D. Stefani, S. Peroni, and L. Turchet. A Comparison of Deep Learning Inference Engines for Embedded Real-Time Audio Classification. In Proceedings of the 25-th International Conference on Digital Audio Effects (DAFx20in22), volume 3, pages 256–263, Sept. 2022;
• Domenico Stefani and L. Turchet. On the Challenges of Embedded Real-Time Music Information Retrieval. In Proceedings of the 25-th International Conference on Digital Audio Effects (DAFx20in22), volume 3, pages 177–184, Sept. 2022;
• D. Stefani and L. Turchet. Real-Time Embedded Deep Learning on Elk Audio OS. in Proceedings of the 4^th International Symposium on the Internet of Sounds (IS²), Pisa, Italy. October 2023
• D. Stefani and L. Turchet. Bio-Inspired Optimization of Parametric Onset Detectors. In Proceedings of the 24th International Conference on Digital Audio Effects (DAFx20in21), volume 2, pages 268–275, Sept. 2021;