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Sara Adkins's Projects

ai-improvisation icon ai-improvisation

Real time harmonizer for improvisation using L-systems and pitch detection

ar-reverb icon ar-reverb

Efficiently Simulating Environment Specific Sound Propagation for Microsoft HoloLens

batch_fade icon batch_fade

Add a logarithmic fade out to a folder of wav files

beat-tracker icon beat-tracker

Offline beat tracking algorithm for ballroom dance music

breathe icon breathe

algorithmic composition using drones and granular synthesis

ddsp icon ddsp

DDSP: Differentiable Digital Signal Processing

ddsp_pytorch icon ddsp_pytorch

Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch

lets-go icon lets-go

Algorithmic step sequencer and melody generator based on a live game of Go

loopergp icon loopergp

Masters thesis repo, transformer model for generating loopable music phrases

melody_generation icon melody_generation

Generating MIDI melody from lyrics, based on https://github.com/yy1lab/Lyrics-Conditioned-Neural-Melody-Generation

multichannel-unet-bss icon multichannel-unet-bss

Introducing multi-channel U-Net for Music Source Separation trained using weighted multi-task loss.

renderman icon renderman

Command line C++ and Python VSTi Host library with MFCC, FFT, RMS and audio extraction and .wav writing.

resume-parser icon resume-parser

Analyze, score and rank a collection of PDF resumes using machine learning

rnn-on-bach icon rnn-on-bach

algorithmic composition using phrase generated from an LSTM

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