Projects
Projects
Open Source Contributions
Projects
Modeling non-linear audio effects with end-to-end deep neural networks
A complete implementation of a DNN model to learn the non-linear distortion effect applied to an acoustic guitar sound.
Spectral-Spatial Classification of Hyperspectral Images
Music Generation using a Differentiable Neural Computer
An attempt to generate sequential data(specifically piano music) using a Differentiable Neural Computer.
Study Project: Multi-Agent Diverse GANs
This was a study project to understand the workings of multi-agent diverse generative adversarial networks
Open Source Contributions
Google Summer of Code 2017 with SymPy
Project in Computational Mathematics. This involved implementing the algorithm in a 2017 paper concerning a numerical method to compute integral of an arbitrary polynomial over 2/3-Polytopes. Detailed information is present in the report(the link in Read More section)
Google Summer of Code 2018 with CERN-HSF
Project in Parallelization. Bulk of the work was to parallelize the various Math and Fitting functions present in ROOT(library for particle physics data analysis). Other minor work was to improve VecCore which further used various backend libraries to parallelize basic math functions.