Saumya Mishra's Projects
This repo contains implementation of the paper "Acoustic Scene Analysis With Multihead Self Attention" by Weimin Wang, Weiran Wang, Ming Sun, Chao Wang from Amazon Alexa team
Code for "On Adaptive Attacks to Adversarial Example Defenses"
Targeted adversarial attack on DeepSpeech (speech to text) model by maintaining imperceptibility using psychoacoustics principle of hearing
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.
This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.
Detailed notebook for adversarial attacks
A pytorch implementation of "Adversarial Examples in the Physical World"
a accent recognition network
Repository for cool algorithms and Datastructures
An attempt to aggregate all the various algorithms used in CS
A repository of different Algorithms and Data Structures implemented in many programming languages.
Algorithms And DataStructure Implemented In Python & CPP, Give a Star 🌟If it helps you
Targeted adversarial attack on VGG16 & Inception-v3 image classification network using various adversarial attack algorithms
An audio steganalysis method based on CNN in the time domain.
Targeted Adversarial Examples on Speech-to-Text systems
Everything Deepfakes
A topic-centric list of HQ open datasets.
Targeted Adversarial Examples for Black Box Audio Systems
Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"
An adversarial example library for constructing attacks, building defenses, and benchmarking both
leetcode.com , algoexpert.io solutions in python and swift
Official code for Cotatron @ INTERSPEECH 2020
This repository contains 100 puzzles, 1 puzzle will be added daily.
Temporal Reasoning via Audio Question Answering
2nd place solution for 2020 DCASE challenge task 6 audio captioning. http://dcase.community/challenge2020/task-automatic-audio-captioning-results#wuyusong2020_t6
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.
A collection of various deep learning architectures, models, and tips