Pith Number

pith:G4XZH3ZS

pith:2019:G4XZH3ZSHTGI6GVQ4LNA7EJG36

not attested not anchored not stored refs pending

Improved low-resource Somali speech recognition by semi-supervised acoustic and language model training

Astik Biswas, Ewald van der Westhuizen, Raghav Menon, Thomas Niesler

arxiv:1907.03064 v1 · 2019-07-06 · cs.CL · cs.LG · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G4XZH3ZSHTGI6GVQ4LNA7EJG36}

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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

Improved low-resource Somali speech recognition by semi-supervised acoustic and language model training

Receipt and verification

First computed	2026-05-17T23:41:19.012827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

372f93ef323ccc8f1ab0e2da0f9126dfbb37fe89c25865e952758aa4489d7074

Aliases

arxiv: 1907.03064 · arxiv_version: 1907.03064v1 · doi: 10.48550/arxiv.1907.03064 · pith_short_12: G4XZH3ZSHTGI · pith_short_16: G4XZH3ZSHTGI6GVQ · pith_short_8: G4XZH3ZS

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/G4XZH3ZSHTGI6GVQ4LNA7EJG36 \
  | 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: 372f93ef323ccc8f1ab0e2da0f9126dfbb37fe89c25865e952758aa4489d7074

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c54ffaa5f1b6da95b62c378d7f0f2ed6af0a6f8aac1aeac69fbadedbd919171e",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-07-06T02:53:10Z",
    "title_canon_sha256": "d31253b3a93b0d1129759d6b82ca549370a81a17252cbcb97b599546cb97adc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.03064",
    "kind": "arxiv",
    "version": 1
  }
}