Pith Number

pith:B3MSYYNU

pith:2025:B3MSYYNUE7XBZNQSWT4KHFWKGE

not attested not anchored not stored refs pending

When End-to-End is Overkill: Rethinking Cascaded Speech-to-Text Translation

Anna Min, Chenxu Hu, Hang Zhao, Yi Ren

arxiv:2502.00377 v1 · 2025-02-01 · cs.CL · cs.AI · cs.MM · 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{B3MSYYNUE7XBZNQSWT4KHFWKGE}

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

Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMs

Receipt and verification

First computed	2026-07-05T10:08:32.881536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ed92c61b427ee1cb612b4f8a396ca31291c9aede7421e9e9d74aa75c7cf2ed5

Aliases

arxiv: 2502.00377 · arxiv_version: 2502.00377v1 · doi: 10.48550/arxiv.2502.00377 · pith_short_12: B3MSYYNUE7XB · pith_short_16: B3MSYYNUE7XBZNQS · pith_short_8: B3MSYYNU

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/B3MSYYNUE7XBZNQSWT4KHFWKGE \
  | 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: 0ed92c61b427ee1cb612b4f8a396ca31291c9aede7421e9e9d74aa75c7cf2ed5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dd53db295f5e837fd7ba37d13e8d29a9ccf3df6229599b68b55ce5536029844",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MM",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-01T09:29:21Z",
    "title_canon_sha256": "93de35926995c4a98de561507d22d2e5ec5f5ef4d7aa144fc0b2e3f497a86fd6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00377",
    "kind": "arxiv",
    "version": 1
  }
}