Pith Number

pith:GR3UHIA5

pith:2023:GR3UHIA5E4ZHSDEOZKDB36MI7E

not attested not anchored not stored refs pending

Transformers in Speech Processing: A Survey

Aun Zaidi, Fahad Shamshad, Heriberto Cuayahuitl, Junaid Qadir, Moazzam Shoukat, Muhammad Usama, Siddique Latif

arxiv:2303.11607 v2 · 2023-03-21 · cs.CL · cs.SD · eess.AS

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

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\usepackage{pith}
\pithnumber{GR3UHIA5E4ZHSDEOZKDB36MI7E}

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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

4 papers in Pith

Improved Belief-Attention in Vision Task

Multilingual and Multimodal LLMs in the Wild: Building for Low-Resource Languages

LLMForge: Multi-Backend Hardware-Aware Neural Architecture Search with Infinite-Head Attention for Edge Language Models

Learning Posterior Predictive Distributions for Node Classification from Synthetic Graph Priors

Receipt and verification

First computed	2026-07-05T11:15:35.981078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

347743a01d2732790c8eca861df988f9263ee3b4bc5d758efd7d84f7fd9df85c

Aliases

arxiv: 2303.11607 · arxiv_version: 2303.11607v2 · doi: 10.48550/arxiv.2303.11607 · pith_short_12: GR3UHIA5E4ZH · pith_short_16: GR3UHIA5E4ZHSDEO · pith_short_8: GR3UHIA5

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/GR3UHIA5E4ZHSDEOZKDB36MI7E \
  | 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: 347743a01d2732790c8eca861df988f9263ee3b4bc5d758efd7d84f7fd9df85c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e5a0523123e457974115f5e26f45ca721a5be542ce1e1690fa5ff05fef8b746",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-21T06:00:39Z",
    "title_canon_sha256": "adb28008b3ac0bbaebdab95f1f1277ee85d98224737dfce5e8ff145356f99382"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.11607",
    "kind": "arxiv",
    "version": 2
  }
}