BinZhou-Com

End-to-End-Communications-system

Deep Learning-Based End-to-End Wireless Communication Systems With Conditional GANs as Unknown Channels

Deep-Learning-Based-Radio-Signal-Classification

Final Project for AI Wireless

CryptoGAN

Final year project. A GAN based approach to encrypt communication between two symmetrically secure parties.

turbo-3gpp-matlab

Matlab simulations of the encoder and decoder for the LTE turbo code from 3GPP Release 15

ADJSCC

adaptive/attention deep joint source channel coding

capacity-approaching-autoencoders

Repository with the code on autoencoders and mutual information

Deconstructing-MINE

Official implementation of the paper "Combating the Instability of Mutual Information-based Losses via Regularization" (UAI 2022)

DeepSC-S

Semantic Communication Systems for Speech Transmission

drm-receiver

The drm receiver is - as the name suggests - a sdr software package for use with SDRplay, hackrf and (some) dabsticks able to decode drm transmissions

dsd

Digital Speech Decoder

dsdcc

Digital Speech Decoder (DSD) rewritten as a C++ library

encodec

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

Factor-Graph-Neural-Network

Factor Graph Neural Network

Fast_LDPC_decoder_for_ARM15

LDPC decoders for ARM processor

GNN4Com

gr-satellites

GNU Radio decoders for several Amateur satellites

Hey-Jetson

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

KalmanNet_TSP

code for KalmanNet

lecture-examples

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

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

meisme123

Config files for my GitHub profile.

mine-pytorch

Mutual Information Neural Estimation in Pytorch

Performmance_Evaluation_of_FPGA-Based_LDPC_Codes_for_CCSDS

pytorch_geometric

Graph Neural Network Library for PyTorch

Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

score-based-channels

Source code for paper "MIMO Channel Estimation using Score-Based Generative Models", published in IEEE Transactions on Wireless Communications.

SDR-Tetra-Plugin

Plugin to SDR# to interprete TETRA signals

spandsp

SpanDSP is a low-level signal processing library that modulates and demodulates signals commonly used in telephony, such as the "noise" generated by a fax modem or DTMF touchpad.

vector-quantize-pytorch

Vector Quantization, in Pytorch