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Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis
Zhenzi Weng, Zhijin Qin, Xiaoming Tao +3
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 synthesis as the t…
Semantic Communications for Speech Recognition
Zhenzi Weng, Zhijin Qin, Geoffrey Ye Li
The traditional communications transmit all the source data represented by bits, regardless of the content of source and the semantic information required by the receiver. However,…
Semantic Communications for Speech Signals
Zhenzi Weng, Zhijin Qin, Geoffrey Ye Li
We consider a semantic communication system for speech signals, named DeepSC-S. Motivated by the breakthroughs in deep learning (DL), we make an effort to recover the transmitted s…