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...

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Vydáno v:	IEEE journal on selected areas in communications Ročník 43; číslo 4; s. 1308 - 1322
Hlavní autoři:	Yao, Shengshi, Dai, Jincheng, Qin, Xiaoqi, Wang, Sixian, Wang, Siye, Niu, Kai, Zhang, Ping
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.04.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	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
On-line přístup:	Získat plný text
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