Pith. sign in
Pith Number

pith:GFSLX2AY

pith:2022:GFSLX2AYMZSCZXG6MDB3B5RKZZ
not attested not anchored not stored refs pending

Synthesized Speech Detection Using Convolutional Transformer-Based Spectrogram Analysis

Edward J. Delp, Emily R. Bartusiak

arxiv:2205.01800 v1 · 2022-05-03 · cs.SD · cs.CV · cs.LG · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GFSLX2AYMZSCZXG6MDB3B5RKZZ}

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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 2026-07-05T04:20:22.187374Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3164bbe81866642cdcde60c3b0f62ace628cd848d2c92216dd23091eea9261e5

Aliases

arxiv: 2205.01800 · arxiv_version: 2205.01800v1 · doi: 10.48550/arxiv.2205.01800 · pith_short_12: GFSLX2AYMZSC · pith_short_16: GFSLX2AYMZSCZXG6 · pith_short_8: GFSLX2AY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GFSLX2AYMZSCZXG6MDB3B5RKZZ \
  | 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: 3164bbe81866642cdcde60c3b0f62ace628cd848d2c92216dd23091eea9261e5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2e86dcce90705d7943a50ec59d68ff533a7ac6df37d96226c1a54e068c70f4d3",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-05-03T22:05:35Z",
    "title_canon_sha256": "6bddbf7c2bcbc8b7e2c1c07e4e0fb8d1fde8f142f2d29681bce1edea94e445ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.01800",
    "kind": "arxiv",
    "version": 1
  }
}