Deep learning enabled semantic communications with speech recognition and synthesis

Z Weng, Z Qin, X Tao, C Pan, G Liu… - … Communications, 2023 - ieeexplore.ieee.org
… based semantic communication system for speech transmission, named DeepSC-ST. We take
speech recognition and speech synthesis as the transmission tasks of the communication

Semantic communication systems for speech transmission

Z Weng, Z Qin - … Journal on Selected Areas in Communications, 2021 - ieeexplore.ieee.org
… mission efficiency significantly by exploring the semantic information. In this paper, we …
speech signals in the semantic communication systems, which minimizes the error at the semantic

Semantic communications for speech signals

Z Weng, Z Qin, GY Li - … Conference on Communications, 2021 - ieeexplore.ieee.org
… Abstract—We consider a semantic communication system for speech signals, named …
speech signals in the semantic communication systems, which minimizes the error at the semantic

A survey on semantic communications for intelligent wireless networks

S Iyer, R Khanai, D Torse, RJ Pandya… - … Communications, 2023 - Springer
… 4.2 Speech Communications The incorporation of NLP within the speech communications
including a step of speech recognition which will aid in the translation of speech to text. Further…

Semantic communications: Overview, open issues, and future research directions

X Luo, HH Chen, Q Guo - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
semantic information can be “interpreted” successfully at a receiver. Therefore, semantic
communication … to-end (E2E) communication based semantic communications will be given and …

Semantic-preserved communication system for highly efficient speech transmission

T Han, Q Yang, Z Shi, S He… - … Areas in Communications, 2022 - ieeexplore.ieee.org
semantic communication system for the transmission of speech for both the speech recognition
… only the text-related semantic features for speech recognition task, we further extend this …

Deep learning enabled semantic communication systems

H Xie, Z Qin, GY Li, BH Juang - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
communication systems from the semantic level. Particularly, we propose a deep learning
based semantic communication … automatic speech recognition. He and his group developed a …

From semantic communication to semantic-aware networking: Model, architecture, and open problems

G Shi, Y Xiao, Y Li, X Xie - IEEE Communications Magazine, 2021 - ieeexplore.ieee.org
… In this article, we first review classic semantic communication … some semantic communication
processes such as semantic … ficient, especially for communication between a single source …

Large ai model-based semantic communications

F Jiang, Y Peng, L Dong, K Wang… - … Communications, 2024 - ieeexplore.ieee.org
… into different semantic segments by universal semantic knowledge. … -based semantic
integration (ASI) to weigh the semantic … of speech recognition tasks and non-content recognition

Semantic communications for future internet: Fundamentals, applications, and challenges

W Yang, H Du, ZQ Liew, WYB Lim… - … Communications …, 2022 - ieeexplore.ieee.org
… to the traditional communication systems. In traditional communication systems, the speech
… receiver with automatic speech recognition (ASR) module [85] or the speech signals are first …