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advanced_computer_vision

This Repo contains implementation of various classical Image processing algorithms and Computer vision based algorithms that are used to perform Image classification and detection

advanced_nlp

Multi-class text classification

algorithms

Basic algorithms and data structures required to perform programming tasks

anirudhsreeram

automation_codes

contains codes used for automation of simple stuff

datastructures

Contains the basic data structures written in C++

deep-neural-networks-assignments

Assignments of Andrew N. G.'s coursera course Deep Neural Networks

deepspeech-finetune

Fine-tuning code for making deepspeech robust to adversarial attacks.

deepspeech.pytorch_aws

denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

digital-signal-processing

This repository containes the codes for simple signal processing codes and algorithms in python

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

flask_todo

To Do task creater and updates

gard_wavegan

genderpredictionapp

This project contains the codes for training a naive bayesian based gender detection model, coupled with a python based application to use the trained models

keras_tutorials

keras_vggnet

Using VGG net to do dog vs cat classification

linear-algebra

Codes for linear algebra for machine learning

lm-bff

ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models

machine-learning-codes

assorted ML algorithms

mbse_ai_se

Reinforcement learning tutorial codes and system engineering stuff

self-supervised-speech-recognition

speech to text with self-supervised learning based on wav2vec 2.0 framework