Search Results for author: Tianxiao Han

Found 4 papers, 0 papers with code

Semantic-aware Transmission for Robust Point Cloud Classification

no code implementations23 Jun 2023 Tianxiao Han, Kaiyi Chi, Qianqian Yang, Zhiguo Shi

As three-dimensional (3D) data acquisition devices become increasingly prevalent, the demand for 3D point cloud transmission is growing.

Classification Point Cloud Classification +1

Generative Model Based Highly Efficient Semantic Communication Approach for Image Transmission

no code implementations18 Nov 2022 Tianxiao Han, Jiancheng Tang, Qianqian Yang, Yiping Duan, Zhaoyang Zhang, Zhiguo Shi

Deep learning (DL) based semantic communication methods have been explored to transmit images efficiently in recent years.

Semantic-preserved Communication System for Highly Efficient Speech Transmission

no code implementations25 May 2022 Tianxiao Han, Qianqian Yang, Zhiguo Shi, Shibo He, Zhaoyang Zhang

Deep learning (DL) based semantic communication methods have been explored for the efficient transmission of images, text, and speech in recent years.

speech-recognition Speech Recognition

Semantic-aware Speech to Text Transmission with Redundancy Removal

no code implementations7 Feb 2022 Tianxiao Han, Qianqian Yang, Zhiguo Shi, Shibo He, Zhaoyang Zhang

We also propose a two-stage training scheme, which speeds up the training of the proposed DL model.

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