SoundSpring: Loss-Resilient Audio Transceiver With Dual-Functional Masked Language Modeling

In this paper, we propose "SoundSpring", a cutting-edge error-resilient audio transceiver that marries the robustness benefits of joint source-channel coding (JSCC) while also being compatible with current digital communication systems. Unlike recent deep JSCC transceivers, which learn to...

Full description

Saved in:

Bibliographic Details
Published in:	IEEE journal on selected areas in communications Vol. 43; no. 4; pp. 1308 - 1322
Main Authors:	Yao, Shengshi, Dai, Jincheng, Qin, Xiaoqi, Wang, Sixian, Wang, Siye, Niu, Kai, Zhang, Ping
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.04.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Audio coding audio communication Audio signals Codecs Communication Communications systems Compressors Context modeling Decoding error-resilient coding Learning masked language models Neural networks Packet loss Propagation losses Receivers Resilience Robustness Semantic-aware transceiver Transceivers Transmission error
ISSN:	0733-8716, 1558-0008
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!