Pith Number

pith:3L3QPBAS

pith:2024:3L3QPBASGXA4ORQTPBVNGFG5MI

not attested not anchored not stored refs pending

Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024

Anmol Guragain, Hardik B. Sailor, Qiongqiong Wang, Tianchi Liu, Zihan Pan

arxiv:2409.02302 v1 · 2024-09-03 · eess.AS · cs.AI · 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{3L3QPBASGXA4ORQTPBVNGFG5MI}

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

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Receipt and verification

First computed	2026-07-05T09:23:11.301681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

daf707841235c1c74613786ad314dd621aa03c1c28b111f6d72129b19c5053f4

Aliases

arxiv: 2409.02302 · arxiv_version: 2409.02302v1 · doi: 10.48550/arxiv.2409.02302 · pith_short_12: 3L3QPBASGXA4 · pith_short_16: 3L3QPBASGXA4ORQT · pith_short_8: 3L3QPBAS

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/3L3QPBASGXA4ORQTPBVNGFG5MI \
  | 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: daf707841235c1c74613786ad314dd621aa03c1c28b111f6d72129b19c5053f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d66487aefafed59e8eeb2178727425b580c6448dcdaecead8e671da3fdd116b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-09-03T21:28:45Z",
    "title_canon_sha256": "0cdea2c8d72c750b41d8f68edbebf15c62997f5027a02ba44d8adca8599b9d8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.02302",
    "kind": "arxiv",
    "version": 1
  }
}