Pith Number

pith:UEQXILX2

pith:2021:UEQXILX22N2GFRGIAUOZZCX7DI

not attested not anchored not stored refs pending

Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection

Jose Patino, Massimiliano Todisco, Nicholas Evans, Wanying Ge

arxiv:2107.12212 v2 · 2021-07-26 · 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{UEQXILX22N2GFRGIAUOZZCX7DI}

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

MLAAD: The Multi-Language Audio Anti-Spoofing Dataset

Receipt and verification

First computed	2026-07-05T03:20:22.724312Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a121742efad37462c4c8051d9c8aff1a3f67e74cb8047ef256393427c9e460fa

Aliases

arxiv: 2107.12212 · arxiv_version: 2107.12212v2 · doi: 10.48550/arxiv.2107.12212 · pith_short_12: UEQXILX22N2G · pith_short_16: UEQXILX22N2GFRGI · pith_short_8: UEQXILX2

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/UEQXILX22N2GFRGIAUOZZCX7DI \
  | 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: a121742efad37462c4c8051d9c8aff1a3f67e74cb8047ef256393427c9e460fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "769c55380aff809252d7abcce6631712ae5f38f66ca87dd809815579002003dd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-07-26T13:36:14Z",
    "title_canon_sha256": "d765157deb95620bb93df00221255639954d6b8ea41789daef52e6a095b75856"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.12212",
    "kind": "arxiv",
    "version": 2
  }
}