OpenSemanticComm

This repository organizes open source code in the field of semantic communication.

Give this project a star if you find it useful — it helps others discover the repo! And don't forget to watch for updates

Besides, warmly invite you to contribute to this repository by sharing your open-source code through pull requests. Additionally, if you have conference presentations (PPTs), recordings, or any other materials that you think could be valuable to others, feel free to share them to the \materials folder.

Any question or cooperation, feel free to contact me at [email protected]

Title	Source	code
Content Adaptive Distributed Joint Source-Channel Coding for Image Transmission With Hyperprior	TCCN 2025	Official code
Contrastive Learning and Adversarial Disentanglement for Privacy-Preserving Task-Oriented Semantic Communications	ArXiv	Official Version
Compression Ratio Learning and Semantic Communications for Video Imaging	JSTSP 2024	Official Version
CDDM: Channel Denoising Diffusion Models for Wireless Semantic Communications	TWC 2024	Official Version
Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework	TWC 2024	Official Version
Joint Coding-Modulation for Digital Semantic Communications via Variational Autoencoder	TCOMM 2024	Official Version
A Unified Multi-Task Semantic Communication System for Multimodal Data	TCOMM 2024	Official Version
Swinjscc: Taming swin transformer for deep joint source-channel coding	TCCN 2024	Official Version
Two-way semantic communications without feedback	TVT 2024	Official Version
GenSC: Generative Semantic Communication Systems Using BART-Like Model	COMML 2024	official version
Diffusion Models for Audio Semantic Communication	ICASSP 2024	Official Version
Extreme Video Compression With Prediction Using Pre-trainded Diffusion Models	WCSP 2024	Official Version
Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information	ICMLCN 2024	Official Version
Wireless Image Semantic Cooperative Transmission in Distributed Edge Networks: An Information Disentanglement Method	SPAWC 2024	Official Version
Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack	ArXiv	Official Version
Language-Oriented Semantic Latent Representation for Image Transmission	ArXiv	Official Version
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission	ArXiv	Official Version
Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks	ArXiv	Official Version
Semantic Communications With Variable-Length Coding for Extended Reality	JSTSP 2023	Official Version
Predictive and Adaptive Deep Coding for Wireless Image Transmission in Semantic Communication	TWC 2023	Official Version
Robust Semantic Communications With Masked VQ-VAE Enabled Codebook	TWC 2023	Official Version
Knowledge Enhanced Semantic Communication Receiver	COMML 2023	Official Version
Alleviating Distortion Accumulation in Multi-Hop Semantic Communication	COMML 2023	Official Version
Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel	ICC 2023	Official Version
DeepJSCC-1++: Robust and Bandwidth-Adaptive Wireless Image Transmission	Globecom 2023	Official Version
Alternate Learning based Sparse Semantic Communications for Visual Transmission	PIMRC 2023	Official Version
WITT: A WIRELESS IMAGE TRANSMISSION TRANSFORMER FOR SEMANTIC COMMUNICATIONS	ICASSP 2023	Official Version
Space-Time Design for Deep Joint Source Channel Coding of Images over MIMO Channels	SPAWC 2023	Official Version
On the role of ViT and CNN in semantic communications: Analysis and prototype validation	IEEE Access 2023	Official Version
Deep Learning Enabled Video Semantic Transmission Against Multi-dimensional Noise	Globecom Workshops 2023	Official Version
Alleviating Distortion Accumulation in Multi-Hop Semantic Communication	ArXiv	Official Version
Large AI Model-Based Semantic Communications	ArXiv	Official Version
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery	ArXiv	Official Version
Semantic-Functional Communications in Cyber-Physical Systems	ArXiv	Official Version
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data	JSAC 2022	Official Version
Nonlinear Transform Source-Channel Coding for Semantic Communications	JSAC 2022	Official Version
OFDM-guided deep joint source channel coding for wireless multipath fading channels	TCCN 2022	Official Version
Adaptive bit rate control in semantic communication with incremental knowledge-based HARQ	OJCOMS 2022	Official Version
Resource Allocation for Text Semantic Communications	WCL 2022	Official Version
Semantic Communications with Discrete-time Analog Transmission: A PAPR Perspective	WCL 2022	Official Version
QoE-aware resource allocation for semantic communication networks	Globecom 2022	Official Version
Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic Transmission	Globecom 2022	Official Version
Deep joint source-channel coding for wireless image transmission with adaptive rate control	ICASSP 2022	Official Version
Real-time semantic communications with a vision transformer	ICC Workshops 2022	Official Version
Deep Joint Source-Channel Coding Over Cooperative Relay Networks	ArXiv	Official Version
Semantic Communication Systems for Speech Transmission	JSAC 2021	Official Version
Deep Learning Enabled Semantic Communication Systems	TSP 2021	Official Version; PyTorch Version
Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules	TCSVT 2021	Official Version
Deep joint source channel coding for wireless image transmission with OFDM	ICC 2021	Official Version
Reinforcement Learning-powered Semantic Communication via Semantic Similarity	ArXiv	Official Version
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback	JSAIT 2020	Official Version

Acknowlegaements

Thanks to the original authors of this open-source code for their valuable contributions to the community.