Pith Number

pith:RRGYSEOL

pith:2024:RRGYSEOLOGYHXTJDHKQQ5P65ZC

not attested not anchored not stored refs pending

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling

Maximillian Chen, Ruoxi Sun, Sercan \"O. Ar{\i}k

arxiv:2412.15995 v1 · 2024-12-20 · 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{RRGYSEOLOGYHXTJDHKQQ5P65ZC}

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.

Cited by

1 paper in Pith

SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs

Receipt and verification

First computed	2026-07-05T09:52:33.275874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c4d8911cb71b07bcd233aa10ebfddc8af5037c42c39c536b74dc8ded4054843

Aliases

arxiv: 2412.15995 · arxiv_version: 2412.15995v1 · doi: 10.48550/arxiv.2412.15995 · pith_short_12: RRGYSEOLOGYH · pith_short_16: RRGYSEOLOGYHXTJD · pith_short_8: RRGYSEOL

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/RRGYSEOLOGYHXTJDHKQQ5P65ZC \
  | 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: 8c4d8911cb71b07bcd233aa10ebfddc8af5037c42c39c536b74dc8ded4054843

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89c35e7f6b52c34b85d07ce4411302422619817bbc5d285514145976a21e1e70",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-20T15:43:09Z",
    "title_canon_sha256": "c476c455dd704e0daf96055e2b79425cd04c30f0ce44fb71db8d9cf77cfdd39e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15995",
    "kind": "arxiv",
    "version": 1
  }
}