Pith Number

pith:ZAVT3CG7

pith:2025:ZAVT3CG7FS2C3UIEQG2ZWNE7AY

not attested not anchored not stored refs pending

Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion

Ajinkya Kulkarni, Mathew Magimai.-Doss, Sandipana Dowerah, Tanel Alumae

arxiv:2506.02085 v1 · 2025-06-02 · cs.SD · cs.AI · 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{ZAVT3CG7FS2C3UIEQG2ZWNE7AY}

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

Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing

Receipt and verification

First computed	2026-07-05T11:14:32.133254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c82b3d88df2cb42dd10481b59b349f063a91f861dfd39d590e2b5bf788c0147d

Aliases

arxiv: 2506.02085 · arxiv_version: 2506.02085v1 · doi: 10.48550/arxiv.2506.02085 · pith_short_12: ZAVT3CG7FS2C · pith_short_16: ZAVT3CG7FS2C3UIE · pith_short_8: ZAVT3CG7

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/ZAVT3CG7FS2C3UIEQG2ZWNE7AY \
  | 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: c82b3d88df2cb42dd10481b59b349f063a91f861dfd39d590e2b5bf788c0147d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e9a6fcebee15884b7c487742fbc80fa93cde0c7ac0db37150aab6544fd050b2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-06-02T12:42:09Z",
    "title_canon_sha256": "3a288fb40312bc9a39b34ad543a4bc42dd56ed37f4b393354c5a106fad2f4c94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02085",
    "kind": "arxiv",
    "version": 1
  }
}