Distributed Semantic Communications for Multimodal Audio-Visual Parsing Tasks

Semantic communication has significantly improved in single-modal single-task scenarios, but its progress is limited in multimodal and multi-task transmission contexts. To address this issue, this paper investigates a distributed semantic communication system for audio-visual parsing (AVP) task. The...

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Bibliographic Details
Published in:	IEEE transactions on green communications and networking Vol. 8; no. 4; pp. 1707 - 1716
Main Authors:	Wang, Penghong, Li, Jiahui, Liu, Chen, Fan, Xiaopeng, Ma, Mengyao, Wang, Yaowei
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.12.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Audio data audio-visual parsing auxiliary information feedback Bandwidth Bandwidths Communication Communications systems Consumption deep joint source-channel coding Distributed semantic communication Feature extraction Noise measurement Performance evaluation Semantics Servers Task analysis Visual tasks Visualization
ISSN:	2473-2400, 2473-2400
Online Access:	Get full text
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