Pith Number

pith:5OPCBCOH

pith:2025:5OPCBCOHUWBUNE6APAWYGKVW6L

not attested not anchored not stored refs pending

Whispering in Amharic: Fine-tuning Whisper for Low-resource Language

Alemu Belay Tessema, Bedru Yimam Ahmed, Dawit Ketema Gete, Henning Schreiber, Martin Semmann, Mohammed Oumer Adem, Robert Geislinger, Seid Muhie Yimam, Shamsuddeen Hassan Muhammad, Sukairaj Hafiz Imam, Tadesse Amare Belay, Tadesse Destaw Belay, Umma Aliyu Musa, Yohannes Ayana Ejigu

arxiv:2503.18485 v2 · 2025-03-24 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5OPCBCOHUWBUNE6APAWYGKVW6L}

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.

Cited by

1 paper in Pith

Fine-tuning Whisper for Pashto ASR: strategies and scale

Receipt and verification

First computed	2026-07-05T10:41:01.045710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb9e2089c7a5834693c0782d832ab6f2f400490df43c5ec46f538c9f533981c9

Aliases

arxiv: 2503.18485 · arxiv_version: 2503.18485v2 · doi: 10.48550/arxiv.2503.18485 · pith_short_12: 5OPCBCOHUWBU · pith_short_16: 5OPCBCOHUWBUNE6A · pith_short_8: 5OPCBCOH

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/5OPCBCOHUWBUNE6APAWYGKVW6L \
  | 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: eb9e2089c7a5834693c0782d832ab6f2f400490df43c5ec46f538c9f533981c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58d863c065b42eeb18d2de1761766094a2a87eaec78cc5b168984f8cedeafff1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-24T09:39:41Z",
    "title_canon_sha256": "f33076188cedf0be97e409cc9b65cd0bd27800dbc7c3173c3cad15a9073aac48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.18485",
    "kind": "arxiv",
    "version": 2
  }
}