Deep learning enabled semantic communication systems

H Xie, Z Qin, GY Li, BH Juang - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
… on communication systems from the semantic level. Particularly, we propose a deep learning
based semantic communication system, … the system capacity and minimizing the semantic

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
systems, we present a robust deep learning enabled … To combat the semantic noise, we
propose a robust deep learning enabled semantic communication system named R-DeepSC. • …

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
… a new neural network-based semantic communication system … The system consists of two
main parts, namely the semantic … extract and transmit the semantic information using a receiver…

Deep learning based semantic communications: An initial investigation

H Xie, Z Qin, GY Li, BH Juang - … IEEE Global Communications …, 2020 - ieeexplore.ieee.org
… on communication systems from the semantic level. Particularly, we propose a deep learning
based semantic communication system, … the system capacity and minimizing the semantic

Deep learning-empowered semantic communication systems with a shared knowledge base

P Yi, Y Cao, X Kang, YC Liang - … on Wireless Communications, 2023 - ieeexplore.ieee.org
… Although existing semantic communication systems have … adopted by most semantic
communication systems is regarded … paper, a novel semantic communication system with a shared …

Deep learning enabled semantic communications with speech recognition and synthesis

Z Weng, Z Qin, X Tao, C Pan, G Liu… - … Communications, 2023 - ieeexplore.ieee.org
… Abstract—In this paper, we develop a deep learning based semantic communication system
for speech transmission, named DeepSC-ST. We take the speech recognition and speech …

Semantic communication systems for speech transmission

Z Weng, Z Qin - … Journal on Selected Areas in Communications, 2021 - ieeexplore.ieee.org
… signals in the semantic communication systems, which minimizes the error at the semantic
level rather … Particularly, we design a deep learning (DL)-enabled semantic communication

Semantic communications for speech signals

Z Weng, Z Qin, GY Li - … Conference on Communications, 2021 - ieeexplore.ieee.org
… Abstract—We consider a semantic communication system for … in deep learning (DL), we
make an effort to recover the transmitted speech signals in the semantic communication systems, …

Toward semantic communications: Deep learning-based image semantic coding

D Huang, F Gao, X Tao, Q Du… - … Areas in Communications, 2022 - ieeexplore.ieee.org
… preserves semantic information of sentences. Later, the authors of [7] design an … learning
(RL) based semantic communication system to deal with the non-differentiability of semantic met…

Engineering semantic communication: A survey

D Wheeler, B Natarajan - IEEE Access, 2023 - ieeexplore.ieee.org
… by artificial intelligence (AI) and machine learning (ML), we believe that … communication
systems, and specifically, semantic … a communication system that can learn to achieve successful …