Semantic Communication Systems for Speech Transmission

Semantic communications could improve the transmission efficiency significantly by exploring the semantic information. In this paper, we make an effort to recover the transmitted speech signals in the semantic communication systems, which minimizes the error at the semantic level rather than the bit...

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Veröffentlicht in:	IEEE journal on selected areas in communications Jg. 39; H. 8; S. 2434 - 2444
Hauptverfasser:	Weng, Zhenzi, Qin, Zhijin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.08.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Adaptation models Communication Communication systems Communications systems Deep learning Distortion Multimedia Multimedia systems Neural networks semantic communication Semantics Signal to noise ratio Simulation Speech speech transmission squeeze-and-excitation networks Telephone sets Telephone systems Training Transmission efficiency
ISSN:	0733-8716, 1558-0008
Online-Zugang:	Volltext
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