Pith Number

pith:HKLHZKBY

pith:2024:HKLHZKBYCWR2ZWEH6OTYUGAB66

not attested not anchored not stored refs pending

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection

Berlin Chen, Hsin-Wei Wang, Tzu-Ting Yang, Yi-Cheng Wang

arxiv:2412.08651 v1 · 2024-11-26 · eess.AS · cs.CL · cs.LG · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HKLHZKBYCWR2ZWEH6OTYUGAB66}

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	2026-07-05T09:47:58.567979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a967ca83815a3acd887f3a78a1801f7a782f20d6ba1013f3522d60ffa486319

Aliases

arxiv: 2412.08651 · arxiv_version: 2412.08651v1 · doi: 10.48550/arxiv.2412.08651 · pith_short_12: HKLHZKBYCWR2 · pith_short_16: HKLHZKBYCWR2ZWEH · pith_short_8: HKLHZKBY

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/HKLHZKBYCWR2ZWEH6OTYUGAB66 \
  | 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: 3a967ca83815a3acd887f3a78a1801f7a782f20d6ba1013f3522d60ffa486319

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef5c66d3535fbc5890601fcb664443f3825ed91c25c86d405de989d11647bc70",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-11-26T06:49:05Z",
    "title_canon_sha256": "9756429671d0086d53cdaad952be027c731692d4205d3b924a7d8538e9832ca2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08651",
    "kind": "arxiv",
    "version": 1
  }
}