compress-audio-kv-cache-around-asr-transcript-anchors TEC-0246 · proposedCompress audio KV cache around ASR transcript anchors
Slice the acoustic feature sequence by ASR timestamps, average-pool each transcribed span to its text length and add the aligned text embedding, keep untranscribed spans raw, then evict remaining tokens by attention scores accumulated with
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Slice the acoustic feature sequence by ASR timestamps, average-pool each transcribed span to its text length and add the aligned text embedding, keep untranscribed spans raw, then evict remaining tokens by attention scores accumulated with Filed by the drafting stage from VoxZip: Semantic-Anchored Temporal KV Cache Compression for Long-Context Audio Inference (2608.08569) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Accuracy against a Full-KV baseline and four text-domain KV compression baselines across Vox-Infinity, AudioMarathon, SPIRAL-Hard, MMAR, MMSU, MMAU, plus ablations removing semantic anchoring, removing untranscribed segments, text-only input, and sweeping the decay factor; efficiency measured at 64K context including ASR overhead.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.