Pith Number

pith:VOCV3ED4

pith:2026:VOCV3ED4OAP4LRKPCHLJA2VPYG

not attested not anchored not stored refs pending

A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents

A. Sayyad, H. Krishnan, J. Emmons, S. Jones, T. Lin

arxiv:2607.07985 v1 · 2026-07-08 · cs.CL · cs.AI · cs.SD · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VOCV3ED4OAP4LRKPCHLJA2VPYG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-10T00:19:06.606591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab855d907c701fc5c54f11d6906aafc19169e16e8a8911dc9dd9ce45abd134bb

Aliases

arxiv: 2607.07985 · arxiv_version: 2607.07985v1 · doi: 10.48550/arxiv.2607.07985 · pith_short_12: VOCV3ED4OAP4 · pith_short_16: VOCV3ED4OAP4LRKP · pith_short_8: VOCV3ED4

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/VOCV3ED4OAP4LRKPCHLJA2VPYG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: ab855d907c701fc5c54f11d6906aafc19169e16e8a8911dc9dd9ce45abd134bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acb35799c8dc209a279b4266b2deb26d1b5a058afbd8bfe1da52b6a71f4f73d2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-08T23:24:55Z",
    "title_canon_sha256": "744ee8d445e0702d208e36c0dfc8495535aec8a4fd38718d205b88a0484e5238"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.07985",
    "kind": "arxiv",
    "version": 1
  }
}