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Hello, I'm Ashwin Sankar 👋

I'm a researcher working towards generating human-level speech with neural networks. I'm also generally interested in LLMs, and Image and Video generation.

Projects and Contributions 💼

Connect with Me 📫

Feel free to reach out to me through the following channels:

Ashwin Sankar's Projects

about icon about

A simple portfolio Jekyll theme:

advice icon advice

A repository of links with advice related to grad school applications, research, phd etc

algorithms icon algorithms

Minimal examples of data structures and algorithms in Python

attorch icon attorch

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

bigvgan icon bigvgan

Official PyTorch implementation of BigVGAN (ICLR 2023)

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

ddqn icon ddqn

Double DQN using function approximation

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeprl icon deeprl

Various algorithms implemented with CLI for easier training and testing purposes

diff-hiervc icon diff-hiervc

Official Pytorch Implementation of "Diff-HierVC: Diffusion-based Hierarchical Voice Conversion with Robust Pitch Generation and Masked Prior for Zero-shot Speaker Adaptation"

dudqn icon dudqn

Dueling Networks architecture combining the Advantage function with DQN

encodec icon encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

git-create icon git-create

create repo w/o hassle, both locally and in github. Let the module create it for you

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