Deep learning-enabled semantic communication systems with task-unaware transmitter and dynamic data

H Zhang, S Shao, M Tao, X Bi… - … in Communications, 2022 - ieeexplore.ieee.org
… In our considered semantic communication system with the … semantic communication
framework to solve the two challenges above. There are two goals in this semantic communication

A perceptually motivated approach for low-complexity speech semantic communication

X Chen, J Wang, L Xu, J Huang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
speech semantic communication method. Specifically, we employ an end-to-end
communication approach to transmit the source speech and obtain the reconstructed speech at the …

A robust deep learning enabled semantic communication system for text

X Peng, Z Qin, D Huang, X Tao, J Lu… - … Communications …, 2022 - ieeexplore.ieee.org
… (S, NL), where F(·) is a noise-adding function simulating the expression habits of users or
vulnerable AI-assisted transmission environment, such as a speech recognition system. Literal …

Speech Semantic Communication Based On Swin Transformer

Z Zhou, S Zheng, J Chen, Z Zhao… - … Communications and …, 2023 - ieeexplore.ieee.org
… this paper, the semantic communication system aims to reconstruct speech signals. Therefore…
Liu, and GY Li, “Deep learning enabled semantic communications with speech recognition

Advances and challenges in semantic communications: A systematic review

P Zhang, Y Liu, Y Song, J Zhang - National Science Open, 2024 - nso-journal.org
… -to-end semantic communication system for speech signals that uses … semantic speech
transmission. The transceiver extracts and encodes semantic information for speech recognition

Wireless end-to-end image transmission system using semantic communications

MU Lokumarambage, VSS Gowrisetty, H Rezaei… - IEEE …, 2023 - ieeexplore.ieee.org
semantic communication-based end-to-end communication systems. In this study, we have
implemented a semantic communication… in developing semantic communication systems in …

SEECAD: Semantic End-to-End Communication for Autonomous Driving

S Ribouh, A Hadid - 2024 IEEE Intelligent Vehicles Symposium …, 2024 - ieeexplore.ieee.org
… The semantic encoder and decoder of SEECAD are built … semantic error transmission and
enhance the segmentation accuracy at the receiver. Our proposed semantic communication

PC-SC: A Predictive Channel-Based Semantic Communication System for Sensing Scenarios

Y Sun, J Zhang, J Wang, L Yu, Y Zhang, G Liu, G Xie… - Electronics, 2023 - mdpi.com
… Natural language processing (NLP), speech recognition, … semantic communication design
in such sensing scenarios is crucial for seamless system integration. As we know, semantics is …

A mathematical theory of semantic communication

K Niu, P Zhang - arXiv preprint arXiv:2401.13387, 2024 - arxiv.org
… of semantic information theory (SIT). We investigate the behavior of semantic communication
… define the synonymous mapping between semantic information and syntactic information. …

Mobile cloud support for semantic-enriched speech recognition in social care

A Corradi, M Destro, L Foschini… - … on Cloud Computing, 2016 - ieeexplore.ieee.org
… When that match occurs, we define the semantic-enriched speech recognition as valid
and we update the local context knowledge base accordingly, otherwise we discard it. For …