Pith Number

pith:DXADP732

pith:2023:DXADP732UEL6Y7WPOYRLLL2XUL

not attested not anchored not stored refs pending

KinSPEAK: Improving speech recognition for Kinyarwanda via semi-supervised learning methods

Antoine Nzeyimana

arxiv:2308.11863 v3 · 2023-08-23 · eess.AS · cs.LG · cs.SD

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

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\usepackage{pith}
\pithnumber{DXADP732UEL6Y7WPOYRLLL2XUL}

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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

Tone-Conditioned Curriculum Learning for Low-Resource Bantu Speech Recognition

Receipt and verification

First computed	2026-07-05T07:51:10.031192Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dc037ff7aa117ec7ecf7622b5af57a2fd6c2177cea62d9df444cd888e99f871

Aliases

arxiv: 2308.11863 · arxiv_version: 2308.11863v3 · doi: 10.48550/arxiv.2308.11863 · pith_short_12: DXADP732UEL6 · pith_short_16: DXADP732UEL6Y7WP · pith_short_8: DXADP732

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/DXADP732UEL6Y7WPOYRLLL2XUL \
  | 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: 1dc037ff7aa117ec7ecf7622b5af57a2fd6c2177cea62d9df444cd888e99f871

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a1fa6efe8dd531eee976d79a7c190c06e970c1728c0dd8eb938e5464839ffec",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-08-23T01:44:28Z",
    "title_canon_sha256": "70c23d1fe5f6d46249851be037e836e1a70b0da4f5f04e085a1bcfd98af00615"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11863",
    "kind": "arxiv",
    "version": 3
  }
}