Semantic communications with artificial intelligence tasks: Reducing bandwidth requirements and improving artificial intelligence task performance

Y Yang, C Guo, F Liu, L Sun, C Liu… - IEEE Industrial …, 2022 - ieeexplore.ieee.org
… with Shannon and Weaver’s vision that communications will transform from the technical
level to the semantic level. This article proposes a semantic communication (SC) method with …

Semantic Communication: A Survey of Its Theoretical Development

G Xin, P Fan, KB Letaief - Entropy, 2024 - mdpi.com
… introduction to semantic communication and introduce a general semantic communication
system. … such as automatic speech recognition, speaker identification, and speech separation. …

Semantic communication: A survey on research landscape, challenges, and future directions

T Getu, G Kaddoum, M Bennis - Authorea Preprints, 2023 - techrxiv.org
… SemCom is designed to transmit only semanticallyrelevant information and hence … of
semantics and semantic information, semantic representation, semantic information, and semantic

Wireless deep speech semantic transmission

Z Xiao, S Yao, J Dai, S Wang, K Niu… - … on Acoustics, Speech …, 2023 - ieeexplore.ieee.org
… We name the whole system as Deep Speech Semantic … to map the speech source to semantic
latent space and feed semantic … be of great help to future speech semantic communication. …

Reliable semantic communication system enabled by knowledge graph

S Jiang, Y Liu, Y Zhang, P Luo, K Cao, J Xiong, H Zhao… - Entropy, 2022 - mdpi.com
communication. The knowledge graph, powered by deep learning, can … semantic
representation while removing semantic ambiguity. Therefore, we propose a semantic

Impact analysis of emerging semantic communication systems on network performance

H Lee, H Ahn, YD Park - Electronics, 2022 - mdpi.com
… The new paradigm in communication technology allows … semantic communication focuses
on the successful delivery of transmitted messages such as human language communication. …

Towards Effective and Interpretable Semantic Communications

Y Wu, Y Shi, S Ma, C Jiang, W Zhang… - IEEE Network, 2024 - ieeexplore.ieee.org
semantic information metrics and semantic communication schemes, respectively. Problems
3 and 4 are two ultimate problems in semantic communications … classical communications, …

SNR-Adaptive Multi-Layer Semantic Communication for Speech

J Guo, Y Zhang, C Liu, W Xu… - … Radio Communications  …, 2023 - ieeexplore.ieee.org
… for automatic speech recognition (ASR) … semantic information of speech. We keep the
parameters of the model unchanged in the training process to ensure that the extracted semantic

Wireless semantic transmission via revising modules in conventional communications

P Jiang, CK Wen, S Jin, GY Li - IEEE Wireless Communications, 2023 - ieeexplore.ieee.org
semantic communications is still in its early stages, we highlight some challenges faced in
practical wireless semantic communications… conventional wireless communication system and …

Learning based joint coding-modulation for digital semantic communication systems

Y Bo, Y Duan, S Shao, M Tao - … on Wireless Communications …, 2022 - ieeexplore.ieee.org
… 1 shows the semantic communication system we focus on in this paper. There … semantic
information S, to be communicated through a noisy channel for both data recovery and semantic