Pith Number

pith:SBEHIO4J

pith:2025:SBEHIO4JSRZA2CPR6THREPILF7

not attested not anchored not stored refs pending

Serialized Output Prompting for Large Language Model-based Multi-Talker Speech Recognition

Atsushi Kojima, Hao Shi, Lianbo Liu, Tomoya Mizumoto, Yui Sudo, Yusuke Fujita

arxiv:2509.04488 v1 · 2025-09-01 · 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{SBEHIO4JSRZA2CPR6THREPILF7}

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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

Grounding Spoken LLMs in Multi-Speaker Audio via Diarization Conditioning

Receipt and verification

First computed	2026-07-05T12:05:23.926842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9048743b8994720d09f1f4cf123d0b2ff5094548b13c80b05187c27f77a9517b

Aliases

arxiv: 2509.04488 · arxiv_version: 2509.04488v1 · doi: 10.48550/arxiv.2509.04488 · pith_short_12: SBEHIO4JSRZA · pith_short_16: SBEHIO4JSRZA2CPR · pith_short_8: SBEHIO4J

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/SBEHIO4JSRZA2CPR6THREPILF7 \
  | 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: 9048743b8994720d09f1f4cf123d0b2ff5094548b13c80b05187c27f77a9517b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12bec8a7207d6fa4f937ba3058f33276bde93347206f835e9ccfd88821bbdfb0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-01T03:10:14Z",
    "title_canon_sha256": "896249903baca24a0dcf0528e90279751ada9742e1b0f59bec70b514129a8c6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04488",
    "kind": "arxiv",
    "version": 1
  }
}