Pith Number

pith:5JWYWL5Y

pith:2021:5JWYWL5YZWYGC4GCUXFRFMZUL2

not attested not anchored not stored refs pending

An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning

Bethan Thomas, Salah Karout, Samuel Kessler

arxiv:2107.13530 v2 · 2021-07-26 · 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{5JWYWL5YZWYGC4GCUXFRFMZUL2}

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

AMPS: ASR with Multimodal Paraphrase Supervision

Receipt and verification

First computed	2026-07-05T03:54:22.459454Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea6d8b2fb8cdb06170c2a5cb12b3345e9d50db9169f14c5571ec64af76b921e0

Aliases

arxiv: 2107.13530 · arxiv_version: 2107.13530v2 · doi: 10.48550/arxiv.2107.13530 · pith_short_12: 5JWYWL5YZWYG · pith_short_16: 5JWYWL5YZWYGC4GC · pith_short_8: 5JWYWL5Y

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/5JWYWL5YZWYGC4GCUXFRFMZUL2 \
  | 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: ea6d8b2fb8cdb06170c2a5cb12b3345e9d50db9169f14c5571ec64af76b921e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c0bf11d5eaed10b5cdc1cdae3c9fdb121dbc5980bf19d66f11baf43a97e386e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-07-26T10:39:03Z",
    "title_canon_sha256": "41b5e34f27e12ed21b895768704f0203b113718609b4b8d4e2cd826d86f2c841"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.13530",
    "kind": "arxiv",
    "version": 2
  }
}