Pith Number

pith:6S7ERH7V

pith:2025:6S7ERH7VNB6C5TUCCGL6TNWREP

not attested not anchored not stored refs pending

Speech DF Arena: A Leaderboard for Speech DeepFake Detection Models

Ajinkya Kulkarni, Artem Fedorchenko, Atharva Kulkarni, Benoit Fauve, Damien Lolive, Hoan My Tran, Joonas Kalda, Matthew Magimai Doss, Sandipana Dowerah, Tanel Alum\"ae

arxiv:2509.02859 v1 · 2025-09-02 · cs.SD · cs.CL · 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{6S7ERH7VNB6C5TUCCGL6TNWREP}

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

2 papers in Pith

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio

A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators

Receipt and verification

First computed	2026-07-05T12:03:58.679197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4be489ff5687c2ece821197e9b6d123fb8e469cce7bf78197ac85462ead7265

Aliases

arxiv: 2509.02859 · arxiv_version: 2509.02859v1 · doi: 10.48550/arxiv.2509.02859 · pith_short_12: 6S7ERH7VNB6C · pith_short_16: 6S7ERH7VNB6C5TUC · pith_short_8: 6S7ERH7V

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/6S7ERH7VNB6C5TUCCGL6TNWREP \
  | 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: f4be489ff5687c2ece821197e9b6d123fb8e469cce7bf78197ac85462ead7265

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5c16f01a8826e8eef1b9ee8b2c0ca7aa396595a27720aca452d6c7f1be0dd82",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-09-02T22:11:29Z",
    "title_canon_sha256": "2671d90ea580c403f5d50e7c85c3b58373ce79f96f0508a2369b964c44ab1722"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02859",
    "kind": "arxiv",
    "version": 1
  }
}