Andreas Bugler's Projects
First IEEE angular project
Data manipulation and transformation for audio signal processing, powered by PyTorch
Adaptive Gradient Clipping
Crowdsourced Audio Quality Evaluation Toolkit
A notebook showing the performance of chimera models with transferred weights.
Code for the paper Music Source Separation in the Waveform Domain
folk music modelling with LSTM
A Chrome extension to autoselect the Location field in FootPrints
Applying HRNet to Music Tagging and Separation
Decision trees
HW: Reinforcement learning
Code for the paper "Jukebox: A Generative Model for Music"
A script that filters texts into English and Chinese-simplified text
Teaching materials for NUCS349
Critically Analyzing (supposedly) State-of-the-art source separation algorithms
A simple network to predict whether a given MIDI piano roll represents a given audio signal
A Slack app for NUSTARS
A flexible source separation library in Python
A Jupyter Notebook that displays the data augmentation features in nussl.
NylonRNN implements an LSTM neural network to generate segments of solo classical guitar pieces.
OptimShift optimally schedules employees according to their preferences on WhenToWork. Full version in private repo
Python wrapper around sox.
Agent Based Modeling of Quadratic Voting, a novel market-inspired voting mechanism by Glen Weyl