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hey-jetson

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

impact-of-phase-noise-on-ofdm

UCLA_EE 209AS_SPRING 2017_Project

imtoolkit

IMToolkit: An open-source index modulation toolkit for reproducible research based on massively parallel algorithms

intfclassify

Intference Classification using Neural Network

irawcs

Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems

itene

Code for ITENE: Intrinsic Transfer Entropy Neural Estimator (arXiv version: https://arxiv.org/abs/1912.07277)

iterative-bp-cnn

The codes reproduce the research of our work in our JSTSP paper "An Iterative BP-CNN Architecture for Channel Decoding under Correlated Noise"

joint-channel-nonlinear-ofdm

Joint Channel Estimation and Nonlinear Distortion Compensation in OFDM Receivers (Bussgang-type receiver)

jointsccoding

This repository contains code for a joint source-channel coding architecture designed to transmit text data over wireless, noisy channels.

jscc

jscc_tensorflow

TensorFlow 2.0 implementation of the paper: Deep Joint Source-Channel Coding for Wireless Image Transmission

kalmannet_tsp

code for KalmanNet

knncmi

This python code estimates conditional mutual information (CMI) and mutual information (MI) for discrete and/or continuous variables using a nearest neighbors approach.

kvak

pi/4-DQPSK demodulator for https://brmlab.cz/project/sdr/tetra

ldpc

C and MATLAB implementation for LDPC encoding and decoding

ldpc-codes

Software for Low Density Parity Check codes

learning-paradigms-for-tsp

Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)

learningtoprotectcommunicationswithadversarialneuralcryptography

lecture-examples

Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT

link-quality-estimation

Code samples and datasets that are related to link quality estimation.

linkadaptationcsi

llr_net

Implementation of a neural network architecture to estimate channel log-likelihood ratios given a channel observation.

low-precision-nnd

Source code for the paper: "Low-Precision Neural Network Decoding of Polar Codes"

lpcnet

Experimental Neural Net speech coding for FreeDV

lpcnet-1

Efficient neural speech synthesis

lsmi-sinkhorn

Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"

lyra

A Very Low-Bitrate Codec for Speech Compression

ma_gan

Master Thesis

machine-learning-for-signal-processing

This repository consists of work done in Machine Learning and Signal Processing. Machine Learning Stage consists of: * K-means * Expectation Maximization * Principal Component Analysis (PCA) * Mixture Models * Hidden Markov Models (HMM) * Graphical Models * Gibbs Sampling * Manifold Learning * Hashing Signal Processing Stage consists of : * Source Separation * Stereo Matching * Audio Processing * Fourier Transform * Brain Waves * Keyword Detection * Sentiment Analysis * Music Signal Processing * Image Segmentation

matlab-gan

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel