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Stephanie's Projects

ddsp icon ddsp

DDSP: Differentiable Digital Signal Processing

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

midi-emotion icon midi-emotion

Code for our paper "Symbolic music generation conditioned on continuous-valued emotions"

midi-miner icon midi-miner

Python MIDI track classifier and tonal tension calculation based on spiral array theory

music-fader-nets icon music-fader-nets

Code accompanying ISMIR 2020 paper - "Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling".

music-sentneuron icon music-sentneuron

Controlling a LSTM to generate music with given sentiment (positive or negative).

music-sketchnet icon music-sketchnet

ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm

musicseg_deepemb icon musicseg_deepemb

Code for paper: "Deep Embeddings and Section Fusion Improve Music Segmentation"

remi icon remi

"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020

vqa icon vqa

This is a CS6240 project on visual question answering.

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