A Joint Communication and Computation Design for Probabilistic Semantic Communications

Z Zhao, Z Yang, M Chen, Z Zhang, HV Poor - Entropy, 2024 - mdpi.com
… of semantic communication, the representation of semantic information is also a challenging
aspect of semantic communication [… use auto-encoders for semantic compression [21–23], …

Semantic communication for the internet of vehicles: A multiuser cooperative approach

W Xu, Y Zhang, F Wang, Z Qin, C Liu… - IEEE Vehicular …, 2023 - ieeexplore.ieee.org
… a cooperative semantic-aware architecture to convey essential semantics from collaborated
… ], and speech signals are reconstructed as text transcriptions for speech recognition tasks [6]…

[HTML][HTML] Extended context-based semantic communication system for text transmission

Y Liu, S Jiang, Y Zhang, K Cao, L Zhou, BC Seet… - Digital Communications …, 2022 - Elsevier
… of our semantic communication system is to consider the effects of the channel, which
includes reducing the semantic loss caused by the channel and recovering semantics of the text …

Reinforcement learning-powered semantic communication via semantic similarity

K Lu, R Li, X Chen, Z Zhao, H Zhang - arXiv preprint arXiv:2108.12121, 2021 - arxiv.org
semantic communication mechanism - SemanticRL, whose key idea is to preserve the semantic
… point out the semantic blindness of commonly used objective functions. To address this …

[PDF][PDF] A semantically-based confidence measure for speech recognition.

S Cox, S Dasmahapatra - INTERSPEECH, 2000 - cmp.uea.ac.uk
… of a decoded word using semantic information. In section 3 we describe the latent semantic
analysis procedure that enabled us to construct a table of “semantic scores” between words. …

Semaudio: Semantic-aware streaming communications for real-time audio transmission

H Wei, W Xu, F Wang, X Du, T Zhang… - … Communications …, 2022 - ieeexplore.ieee.org
… over, the impact of flexible mask design will be studied in more detail in the future, and we
will extend SemAudio to streaming semantic communications for real-time speech recognition. …

Personalized speech recognition for Internet of Things

M Mehrabani, S Bangalore… - 2015 IEEE 2nd World …, 2015 - ieeexplore.ieee.org
… natural ways of communication, using speech to interact … speech commands, we computed
the semantic accuracy based on comparing the semantic output of the speech recognition

Enhancing Semantic Communication with Deep Generative Models--An ICASSP Special Session Overview

E Grassucci, Y Mitsufuji, P Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
… paper discloses the semantic communication challenges from the ma… semantic communication
frameworks in dealing with real-world complex data, extracting and exploiting semantic

Joint source-channel coding for channel-adaptive digital semantic communications

J Park, Y Oh, S Kim, YS Jeon - … on Cognitive Communications …, 2024 - ieeexplore.ieee.org
… -adaptive digital semantic communications. In semantic communication systems with digital
… to improve the robustness of the digital semantic communication system. We then devise a …

Semantic information recovery in wireless networks

E Beck, C Bockelmann, A Dekorsy - Sensors, 2023 - mdpi.com
semantic communication task as the data-reduced and reliable transmission of messages
over a communication channel such that semantics is … -based semantic communication system …