Pith Number

pith:J3HMOA3D

pith:2023:J3HMOA3DSFG6LZ42CA2LWAXYOU

not attested not anchored not stored refs pending

Syn-Att: Synthetic Speech Attribution via Semi-Supervised Unknown Multi-Class Ensemble of CNNs

Bishmoy Paul, Md Awsafur Rahman, Mohammad Saquib, Najibul Haque Sarker, Shaikh Anowarul Fattah, Zaber Ibn Abdul Hakim

arxiv:2309.08146 v1 · 2023-09-15 · cs.SD · cs.CV · 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{J3HMOA3DSFG6LZ42CA2LWAXYOU}

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

Towards Explainable Spoofed Speech Attribution and Detection:a Probabilistic Approach for Characterizing Speech Synthesizer Components

Receipt and verification

First computed	2026-07-05T06:51:02.612848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ecec70363914de5e79a1034bb02f8751bd3913af98627238194d9afa6cc6837

Aliases

arxiv: 2309.08146 · arxiv_version: 2309.08146v1 · doi: 10.48550/arxiv.2309.08146 · pith_short_12: J3HMOA3DSFG6 · pith_short_16: J3HMOA3DSFG6LZ42 · pith_short_8: J3HMOA3D

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/J3HMOA3DSFG6LZ42CA2LWAXYOU \
  | 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: 4ecec70363914de5e79a1034bb02f8751bd3913af98627238194d9afa6cc6837

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4242597560620df9c6109157340b5075d84f210152bbee35c75cfce30f3dedb6",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-09-15T04:26:39Z",
    "title_canon_sha256": "4be10dac66eab66aae447c76daf9b61ded239206fd751a30ccf3c45d0898f545"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.08146",
    "kind": "arxiv",
    "version": 1
  }
}