Pith Number

pith:KYDT2Q4D

pith:2024:KYDT2Q4DK3ZZVTZ6QJ7L3YXGAY

not attested not anchored not stored refs pending

Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution

Arun Balaji Buduru, Drishti Singh, Orchid Chetia Phukan, Rajesh Sharma, Swarup Ranjan Behera

arxiv:2412.17796 v1 · 2024-12-23 · eess.AS · 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{KYDT2Q4DK3ZZVTZ6QJ7L3YXGAY}

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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.

Cited by

1 paper in Pith

Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages

Receipt and verification

First computed	2026-07-05T09:53:27.503403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56073d438356f39acf3e827ebde2e60600515ad83a50419ae7bcf453ae4c42e5

Aliases

arxiv: 2412.17796 · arxiv_version: 2412.17796v1 · doi: 10.48550/arxiv.2412.17796 · pith_short_12: KYDT2Q4DK3ZZ · pith_short_16: KYDT2Q4DK3ZZVTZ6 · pith_short_8: KYDT2Q4D

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/KYDT2Q4DK3ZZVTZ6QJ7L3YXGAY \
  | 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: 56073d438356f39acf3e827ebde2e60600515ad83a50419ae7bcf453ae4c42e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc73c088fc95a57344d8069fdbe3427ddb7068985ebb98e2fd3e41dd8923f7f2",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-12-23T18:53:15Z",
    "title_canon_sha256": "ab373914e893f373e1e9a74076542b55d8c28c2bb9f28b75d93127fb4e07390f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17796",
    "kind": "arxiv",
    "version": 1
  }
}