A semantic-aware strategy for automatic speech recognition incorporating deep learning models

A Santhanavijayan, D Naresh Kumar… - Intelligent System Design …, 2021 - Springer
… For the communications in Indian language … speech recognition is the necessity of the
citizens of our country. There are several applications in which automatic Hindi speech recognition

Semantics-empowered communications: A tutorial-cum-survey

Z Lu, R Li, K Lu, X Chen, E Hossain… - … Communications …, 2023 - ieeexplore.ieee.org
… up of the semanticsempowered communication (SemCom) … ” and “why” questions in semantic
transmissions. Afterwards, we … as to evaluate the accuracy of speech recognition [119]. On …

A new communication paradigm: From bit accuracy to semantic fidelity

G Shi, D Gao, X Song, J Chai, M Yang, X Xie… - arXiv preprint arXiv …, 2021 - arxiv.org
… According to form of the input, algorithms in AI can be adopted, for example, automatic speech
recognition (ASR) for speech. Then the basic symbols are further abstracted to reduce the …

Semantic communications based on adaptive generative models and information bottleneck

S Barbarossa, D Comminiello… - … Communications …, 2023 - ieeexplore.ieee.org
… The authors of [9] designed speech recognition-oriented semantic communications to
directly recognize the speech signals in texts. More recently, a transformer-based approach has …

Semantic communication system based on semantic slice models propagation

C Dong, H Liang, X Xu, S Han… - … in Communications, 2022 - ieeexplore.ieee.org
semantics is most commonly used in speech recognition and human-computer interaction
systems, as well as speech… The initial technological framework of the voice recognition system, …

A lite distributed semantic communication system for Internet of Things

H Xie, Z Qin - … Journal on Selected Areas in Communications, 2020 - ieeexplore.ieee.org
… performs the DL based semantic communication (DeepSC) … a lite distributed semantic
communication system based on … cloud/edge works at the semantic level to improve transmission …

Hybrid semantic-shannon communications

NG Evgenidis, NA Mitsiou, SA Tegos… - … Communications, 2024 - ieeexplore.ieee.org
… A different DNN called DeepSC-SR was also proposed for speech recognition, where
character-errorrate (CER) and word-error-rate (WER) were investigated as the most appropriate …

6G networks: Beyond Shannon towards semantic and goal-oriented communications

EC Strinati, S Barbarossa - Computer Networks, 2021 - Elsevier
… The transmission of speech signals can benefit from the incorporation of NLP tools and
the incorporation of a speech recognition step that translates speech into text. The automatic …

Knowledge-enhanced semantic communication system with OFDM transmissions

X Xu, H Xiong, Y Wang, Y Che, S Han, B Wang… - Science China …, 2023 - Springer
… in [34–36] is utilized to complete the automatic post-editing (APE) task, improve the text
generation task and improve the performance of automatic speech recognition task, respectively. …

Semantic Communications: the New Paradigm Behind Beyond 5G Technologies

G Fernandes, H Fontes, R Campos - arXiv preprint arXiv:2406.00754, 2024 - arxiv.org
… Section VI reviews some of the open challenges in the context of Semantic Communications,
and, finally, in Section VII, the conclusions drawn from this work are presented. …