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Decode Before You Hear: Speculative Listening for Chunk-Interleaved Full-Duplex Speech Language Models

Chunk-interleaved full-duplex speech language models listen and speak in fixed time chunks, and each chunk must be processed before the next one arrives. Their workload is asymmetric across chunks: li

  • Upvotes5
#26Rank now –
#23Peak rank
3Days on list
86Score · 7d
Nov 6, 2026First seen
Rank · 7 days

About this paper

A training-free, lossless speculative decoding framework exploits idle compute in chunk-interleaved full-duplex speech language models to draft and verify upcoming audio chunks, substantially reducing response and tool-call delays.

Chunk-interleaved full-duplex speech language models listen and speak in fixed time chunks, and each chunk must be processed before the next one arrives. Their workload is asymmetric across chunks: listen chunks leave compute idle while awaiting audio, and speak and tool-call chunks require serial generation, which delays responses and tool calls. Using the idle compute for the next chunk requires decoding it before its audio arrives, under an assumed input. Taking silence as the assumed input and comparing the output with the output under real audio on four models, we observe two properties. First, the next audio chunk does not change the output in 95.3% of chunks. Second, 88% of changes…

full-duplex speech language modelschunk-interleavedfixed time chunksself-speculative decodinginput-time self-speculative decodingtraining-freelosslesscross-chunk hypothesis pooltool-call chunksspeak chunks
Upvotes
5
Authors
9
Published
Nov 4, 2026

Summary and abstract excerpt via Hugging Face Papers ↗ · arXiv.

Trending history

Decode Before You Hear: Speculative Listening for Chunk-Interleaved Full-Duplex Speech Language Models was first seen on Hugging Face · Daily papers on Nov 6, 2026. Since then it has appeared in 28 checks on 3 different days. Its best position was #23 of 30, reached on Nov 6, 21:28 UTC. It is #26 right now, climbing from #28 to #26 over the last 6 checks.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 Nov 6Nov 7Nov 7Nov 8Nov 8 Nov 6, 11:28 UTC · #30Nov 6, 13:28 UTC · #30Nov 6, 15:28 UTC · #28Nov 6, 17:28 UTC · #27Nov 6, 19:28 UTC · #24Nov 6, 21:28 UTC · #23Nov 6, 23:28 UTC · #23Nov 7, 01:28 UTC · #24Nov 7, 03:28 UTC · #24Nov 7, 05:28 UTC · #24Nov 7, 07:28 UTC · #24Nov 7, 09:28 UTC · #25Nov 7, 11:28 UTC · #25Nov 7, 13:28 UTC · #27Nov 7, 15:28 UTC · #27Nov 7, 17:28 UTC · #28Nov 7, 19:28 UTC · #28Nov 7, 21:28 UTC · #28Nov 7, 23:28 UTC · #29Nov 8, 01:28 UTC · #29Nov 8, 03:28 UTC · #29Nov 8, 05:28 UTC · #29Nov 8, 07:28 UTC · #28Nov 8, 09:28 UTC · #26Nov 8, 11:28 UTC · #26Nov 8, 13:28 UTC · #26Nov 8, 15:28 UTC · #26Nov 8, 17:28 UTC · #26

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

▲ as reported by Hugging Face.

0369 Nov 6Nov 7Nov 7Nov 8Nov 8 Nov 6, 11:28 UTC · 5Nov 6, 13:28 UTC · 6Nov 6, 15:28 UTC · 6Nov 6, 17:28 UTC · 6Nov 6, 19:28 UTC · 7Nov 6, 21:28 UTC · 7Nov 6, 23:28 UTC · 7Nov 7, 01:28 UTC · 7Nov 7, 03:28 UTC · 7Nov 7, 05:28 UTC · 7Nov 7, 07:28 UTC · 7Nov 7, 09:28 UTC · 7Nov 7, 11:28 UTC · 7Nov 7, 13:28 UTC · 7Nov 7, 15:28 UTC · 7Nov 7, 17:28 UTC · 7Nov 7, 19:28 UTC · 7Nov 7, 21:28 UTC · 7Nov 7, 23:28 UTC · 7Nov 8, 01:28 UTC · 7Nov 8, 03:28 UTC · 7Nov 8, 05:28 UTC · 7Nov 8, 07:28 UTC · 8Nov 8, 09:28 UTC · 9Nov 8, 11:28 UTC · 9Nov 8, 13:28 UTC · 9Nov 8, 15:28 UTC · 9Nov 8, 17:28 UTC · 9

Questions

Is Decode Before You Hear: Speculative Listening for Chunk-Interleaved Full-Duplex Speech Language Models trending on HF Daily Papers right now?

Yes. As of Nov 8, 17:28 UTC it is #26, climbing from #28 to #26 over the last 6 checks.

What is the highest rank Decode Before You Hear: Speculative Listening for Chunk-Interleaved Full-Duplex Speech Language Models reached?

#23 on Hugging Face · Daily papers, on Nov 6, 21:28 UTC. Trendoday checks this list every 120 minutes.

How long has Decode Before You Hear: Speculative Listening for Chunk-Interleaved Full-Duplex Speech Language Models been trending?

It was first seen on Nov 6, 2026 and has been on the list on 3 days (28 checks) since.