Pith Number

pith:VXMDFXQ6

pith:2024:VXMDFXQ6TEHUWSXGCNWYSEEVY3

not attested not anchored not stored refs pending

Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding

Chenrui Cui, Hao Shi, Hexin Liu, Jiahui Zhao, Lingxuan Ye, Longbiao Wang, Tianrui Wang, Zhaoheng Ni

arxiv:2412.16507 v3 · 2024-12-21 · 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{VXMDFXQ6TEHUWSXGCNWYSEEVY3}

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

Code-Switching in End-to-End Automatic Speech Recognition: A Systematic Literature Review

Receipt and verification

First computed	2026-07-05T09:56:57.995970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

add832de1e990f4b4ae6136d891095c6c1c968c0c8f1b167a319aee7d7c790a8

Aliases

arxiv: 2412.16507 · arxiv_version: 2412.16507v3 · doi: 10.48550/arxiv.2412.16507 · pith_short_12: VXMDFXQ6TEHU · pith_short_16: VXMDFXQ6TEHUWSXG · pith_short_8: VXMDFXQ6

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/VXMDFXQ6TEHUWSXGCNWYSEEVY3 \
  | 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: add832de1e990f4b4ae6136d891095c6c1c968c0c8f1b167a319aee7d7c790a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b5ca1f88067d69194ee5ac9535423ce14173da3d9f512637edd926a75e900c6",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-21T07:06:44Z",
    "title_canon_sha256": "81a107b04f63304b0f7c04e03364186a9768d84c0ca0a2b1013c77afb441ff0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16507",
    "kind": "arxiv",
    "version": 3
  }
}