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Emmet Hayes's Projects

audiotransformers icon audiotransformers

An exploration into the applications of transformers (courtesy of Hugging Face) in the realm of audio to complete tasks such as audio classification, text to speech, and other various uses.

batsynth icon batsynth

A polyphonic synthesizer with two oscillators implemented in C++ (with JUCE)

deep_surfer_native icon deep_surfer_native

This is a showcase of neural networks for image classification, text generation, image generation, music generation, deep dream image manipulation, and teaching AI agents to act in video game environments. This is a very large wrapper for lots of powerful cutting edge algorithms that I did not reinvent!

fullstackhealthapp icon fullstackhealthapp

A simple full-stack application designed for doing CRUD operations on medical data. It uses React as a front-end, ASP.NET as a backend and PostgreSQL as the database.

hayeseq icon hayeseq

Simple IIR-filter-based EQ plugin that provides up to 8 parametric bands to shape the frequency characteristics across the audible sonic spectrum of any sound.

hayesfdnreverb icon hayesfdnreverb

A feedback-delay network reverb with 9 all-pass diffusers and 8 delay lines.

hayespitchshifter icon hayespitchshifter

A simple pitch shifter audio plug-in, provides up to one octave up or down, and uses a phase vocoder to achieve the shift.

hayesplugins icon hayesplugins

A free and open-source bundle of 8 plug-ins, containing an EQ, Compressor, Distortion, PitchShifter, a basic Delay, a tape Delay, an algorithmic Reverb, and a convolution Reverb.

hayestapedelay icon hayestapedelay

A digital feedback delay plug-in with wow and flutter as well as filters added to emulate an analog tape delay.

hayesvisualizer icon hayesvisualizer

A purely-visual audio plug-in that is design to react to incoming audio and is usable as a VST3 and AU audio plug-in.

leetcodecompilation icon leetcodecompilation

A compilation of solved C++ leetcode problems with builderfactory and testing classes for correctness verification.

rlmusicgenerator icon rlmusicgenerator

A music generator that uses raw reinforcement learning to create compositions. Currently explores both monophonic melodies and chordal sequences using RL tabular methods.

shoutai icon shoutai

This was a project done for a grad-level Web Programming & Engineering class. It is an automatedmaze game that allows users to try multiple levels of maze difficulty, saves their scores in a database, a viewable leaderboard, it also features voice-based input using TensorflowJS. Thanks to Travis Nevins and Wei Zhang for their contributions!

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