Pith Number

pith:KDK4PJJG

pith:2025:KDK4PJJGLRY5G56AGTARJT6AHW

not attested not anchored not stored refs pending

Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages

Gina-Anne Levow, Siyu Liang

arxiv:2506.17459 v1 · 2025-06-20 · cs.CL · cs.SD · 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{KDK4PJJGLRY5G56AGTARJT6AHW}

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	2026-07-05T11:26:32.601875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50d5c7a5265c71d377c034c114cfc03da18704c4f29286bcff28fa1e5d105948

Aliases

arxiv: 2506.17459 · arxiv_version: 2506.17459v1 · doi: 10.48550/arxiv.2506.17459 · pith_short_12: KDK4PJJGLRY5 · pith_short_16: KDK4PJJGLRY5G56A · pith_short_8: KDK4PJJG

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/KDK4PJJGLRY5G56AGTARJT6AHW \
  | 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: 50d5c7a5265c71d377c034c114cfc03da18704c4f29286bcff28fa1e5d105948

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac055c5eee3e8f58c3db66fa4bb4e6dd85451b6bb23e032b78827bd9153c67bf",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-20T19:59:49Z",
    "title_canon_sha256": "27bf48d9fb947a13758b47abd4eb2af5b522ecc7cb9ede79f0b5f9c222a59e53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17459",
    "kind": "arxiv",
    "version": 1
  }
}