Pith Number

pith:4EL5ZDPV

pith:2024:4EL5ZDPVCBGDJRR64VIEWHU4JV

not attested not anchored not stored refs pending

MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond

Ai Ti Aw, Geyu Lin, Hardik B. Sailor, Jeremy H. M. Wong, Jinyang Wu, Kye Min Tan, Muhammad Huzaifah, Nancy F. Chen, Qiongqiong Wang, Tarun K. Vangani, Tianchi Liu

arxiv:2412.11538 v3 · 2024-12-16 · cs.CL · cs.AI · 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{4EL5ZDPVCBGDJRR64VIEWHU4JV}

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	2026-07-05T12:09:11.987749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e117dc8df5104c34c63ee5504b1e9c4d70d61737dcaf6d153527d36497c30dc5

Aliases

arxiv: 2412.11538 · arxiv_version: 2412.11538v3 · doi: 10.48550/arxiv.2412.11538 · pith_short_12: 4EL5ZDPVCBGD · pith_short_16: 4EL5ZDPVCBGDJRR6 · pith_short_8: 4EL5ZDPV

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/4EL5ZDPVCBGDJRR64VIEWHU4JV \
  | 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: e117dc8df5104c34c63ee5504b1e9c4d70d61737dcaf6d153527d36497c30dc5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65b621a76cd2d7237f0f4d7e2a4b8530f57fe1afdb2aed085ee8b92602f6b4ba",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-16T08:15:19Z",
    "title_canon_sha256": "ba4aff19d75ccaa9659a84a66eb4116c3998611d087adb145c9b5f2ffa59a709"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11538",
    "kind": "arxiv",
    "version": 3
  }
}