Pith Number

pith:SEGSO7LN

pith:2025:SEGSO7LN26AUJLC5KOOSQI5N6L

not attested not anchored not stored refs pending

Continual Learning with Embedding Layer Surgery and Task-wise Beam Search using Whisper

Chin Yuen Kwok, Eng Siong Chng, Jia Qi Yip

arxiv:2501.07875 v1 · 2025-01-14 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SEGSO7LN26AUJLC5KOOSQI5N6L}

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

Rethinking Continual Learning for Speech and Audio: A Representation-Centric Taxonomy and Open Problems

Receipt and verification

First computed	2026-07-05T10:00:51.704784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

910d277d6dd78144ac5d539d2823adf2e136f6891f6ad168bd717ec124f90f51

Aliases

arxiv: 2501.07875 · arxiv_version: 2501.07875v1 · doi: 10.48550/arxiv.2501.07875 · pith_short_12: SEGSO7LN26AU · pith_short_16: SEGSO7LN26AUJLC5 · pith_short_8: SEGSO7LN

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/SEGSO7LN26AUJLC5KOOSQI5N6L \
  | 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: 910d277d6dd78144ac5d539d2823adf2e136f6891f6ad168bd717ec124f90f51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de56b2e6171faf0a4c587f5006630f8d071a2b00e85c90d41fc7d2d81c7d7dce",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-14T06:33:40Z",
    "title_canon_sha256": "c634df047f290b060d160619fbedce881653c200d4640a3c57b76594ac540c27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07875",
    "kind": "arxiv",
    "version": 1
  }
}