Lennon Fairbanks Seiders
Deep Drawing
Current research project at the University of Michigan with professors Julie Zhu and John Granzow. Deep Drawing is an intermedia performance about the sound of drawing. Using live audio input captured from the human performer’s drawing/writing, the AI performer generates in real-time a prediction of what the drawing looks like.
Differentially Private SVM Learning
Final project for the course "Foundations of Fairness in Machine Learning". Partnered with another undergraduate, Meera Kumar, to design a post-processing algorithm for a differentially-private fair support vector machine classifier.
Electric Guitar Classification
Neural network classifier for determining the presence of electric guitar using a custom dataset of ~4000 Billboard Top 100 songs.
Lator
Calculator + Oscillators. A simple calculator instrument that can be used to combine, modify, and play frequencies. This tool enables the user to work outside the confines of traditional scales, exploring acoustic beating effects and easily appling Pythagorean ratios. Built using p5.js with p5.sound.
Instagram Clone
Web application imitating the basic features of Instagram using client-side dynamic pages with a REST API.
Preprocessing X-Ray Diffraction Images
Summer research project as an undergraduate researcher working under postdoctoral advisor Seunghee Oh at Professor Ashley Bucsek's materials science research lab.
Percussion Instrument Classifier
Simple random forest instrument classifier for three instruments: kick drum, snare drum, and hi-hat. Implemented using R's randomForest, tuneR and seewave libraries.
Mix: "In an Ocean"
Mixing project for the song "In an Ocean", performed and recorded by musicians from University of Michigan School of Music, Theater and Dance.