Pith Number

pith:MDSFM5JY

pith:2025:MDSFM5JY3ZMS26DZZBGMG3ZMOF

not attested not anchored not stored refs pending

Multi-Stage Speaker Diarization for Noisy Classrooms

Ahmed Adel Attia, Ali Sartaz Khan, Dorottya Demszky, Tolulope Ogunremi

arxiv:2505.10879 v2 · 2025-05-16 · cs.SD · cs.LG · 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{MDSFM5JY3ZMS26DZZBGMG3ZMOF}

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

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents

Receipt and verification

First computed	2026-07-05T11:10:08.091389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60e4567538de592d7879c84cc36f2c717c596b6b862d6df887d69ce424fe7c51

Aliases

arxiv: 2505.10879 · arxiv_version: 2505.10879v2 · doi: 10.48550/arxiv.2505.10879 · pith_short_12: MDSFM5JY3ZMS · pith_short_16: MDSFM5JY3ZMS26DZ · pith_short_8: MDSFM5JY

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/MDSFM5JY3ZMS26DZZBGMG3ZMOF \
  | 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: 60e4567538de592d7879c84cc36f2c717c596b6b862d6df887d69ce424fe7c51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebab04b08e7b713ce8d753e5af7107cfb15d6f6bec73760abba9129a55d633fe",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-05-16T05:35:06Z",
    "title_canon_sha256": "dc017b0b631e9022fc65a74ffa69432c747cc18ca645998f17913f4b7b634bc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10879",
    "kind": "arxiv",
    "version": 2
  }
}