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Hi I'm Saumya 👋

I'm pursuing MS (Research) in computer science and engineering at IIT Indore.

  • I’m currently working on adversarial learning in the audio and audio-visual domain.
  • I’m currently learning adversarial defences on audio.
  • I’m looking to collaborate on Open Source and/or adversarial attack and defenses on audio.
  • How to reach me: Linkedin

Saumya Mishra's Projects

adversarial-attacks-against-neural-networks icon adversarial-attacks-against-neural-networks

In this project, I implement this paper "Towards Evaluating the Robustness of Neural Networks." Lp norm based attack algorithms are designed to generate adversarial inputs to the deep neural networks.

aepw-pytorch icon aepw-pytorch

A pytorch implementation of "Adversarial Examples in the Physical World"

algo_ds icon algo_ds

Repository for cool algorithms and Datastructures

algorithms icon algorithms

An attempt to aggregate all the various algorithms used in CS

algorithms-1 icon algorithms-1

A repository of different Algorithms and Data Structures implemented in many programming languages.

blackbox-bandits icon blackbox-bandits

Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cotatron icon cotatron

Official code for Cotatron @ INTERSPEECH 2020

daily_puzzles icon daily_puzzles

This repository contains 100 puzzles, 1 puzzle will be added daily.

daqa icon daqa

Temporal Reasoning via Audio Question Answering

dcase_2020_t6 icon dcase_2020_t6

2nd place solution for 2020 DCASE challenge task 6 audio captioning. http://dcase.community/challenge2020/task-automatic-audio-captioning-results#wuyusong2020_t6

dcasenet icon dcasenet

Author's repository for reproducing DcaseNet, an integrated pre-trained DNN that performs acoustic scene classification, audio tagging, and sound event detection. Implemented using PyTorch.

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