Pith Number

pith:V4SKWMOI

pith:2020:V4SKWMOI2433LR62CBCRNVZPHI

not attested not anchored not stored refs pending

Exploring Transformers for Large-Scale Speech Recognition

Changliang Liu, Jinyu Li, Liang Lu, Yifan Gong

arxiv:2005.09684 v2 · 2020-05-19 · eess.AS · cs.CL · 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{V4SKWMOI2433LR62CBCRNVZPHI}

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

Which one Performs Better? Wav2Vec or Whisper? Applying both in Badini Kurdish Speech to Text (BKSTT)

Receipt and verification

First computed	2026-07-05T01:26:30.942281Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af24ab31c8d737b5c7da104516d72f3a2c9294bb9232e016a7e83eb9036e8b0d

Aliases

arxiv: 2005.09684 · arxiv_version: 2005.09684v2 · doi: 10.48550/arxiv.2005.09684 · pith_short_12: V4SKWMOI2433 · pith_short_16: V4SKWMOI2433LR62 · pith_short_8: V4SKWMOI

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/V4SKWMOI2433LR62CBCRNVZPHI \
  | 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: af24ab31c8d737b5c7da104516d72f3a2c9294bb9232e016a7e83eb9036e8b0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4ee2695fd2f03567d4d5f50d4a4387636867387806f7759182c166d9c588300",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-05-19T18:07:14Z",
    "title_canon_sha256": "c185edcffa8d4678fe85b0fde8b0174b9ebfb97d01afa5871c85d7379d0b95ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.09684",
    "kind": "arxiv",
    "version": 2
  }
}