Pith Number

pith:67CRTHQV

pith:2023:67CRTHQVPDB4ZFAJIXE7ZWSIP4

not attested not anchored not stored refs pending

Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion

Ahmad Lotfi, Jordan J. Bird

arxiv:2308.12734 v1 · 2023-08-24 · cs.SD · cs.CL · cs.HC · cs.LG · 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{67CRTHQVPDB4ZFAJIXE7ZWSIP4}

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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

3 papers in Pith

Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis

Towards Trustworthy Audio Deepfake Detection: A Systematic Framework for Diagnosing and Mitigating Gender Bias

Spectro-Temporal Modulation Representation Framework for Human-Imitated Speech Detection

Receipt and verification

First computed	2026-07-05T06:44:20.775905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7c5199e1578c3cc940945c9fcda487f3f0ac7e8a7df2db79ea177e68a2fd738

Aliases

arxiv: 2308.12734 · arxiv_version: 2308.12734v1 · doi: 10.48550/arxiv.2308.12734 · pith_short_12: 67CRTHQVPDB4 · pith_short_16: 67CRTHQVPDB4ZFAJ · pith_short_8: 67CRTHQV

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/67CRTHQVPDB4ZFAJIXE7ZWSIP4 \
  | 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: f7c5199e1578c3cc940945c9fcda487f3f0ac7e8a7df2db79ea177e68a2fd738

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36a5674b9f8d0163335cb96977ed1c07b0921e1f8efcd5d3246473a318a7bd27",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-08-24T12:26:15Z",
    "title_canon_sha256": "b3c5055a5e145aa81760c84f8c580eb07f40f5dcf5a829726e3ab948c36d2ac7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12734",
    "kind": "arxiv",
    "version": 1
  }
}