Pith Number

pith:KLEGPH5C

pith:2023:KLEGPH5CQW7XJSAG5RDQQSIUTT

not attested not anchored not stored refs pending

Distinguishing Neural Speech Synthesis Models Through Fingerprints in Speech Waveforms

Chenglong Wang, Chu Yuan Zhang, Jiangyan Yi, Jianhua Tao, Xinrui Yan

arxiv:2309.06780 v2 · 2023-09-13 · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{KLEGPH5CQW7XJSAG5RDQQSIUTT}

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Record completeness

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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

Source Tracing of Synthetic Speech Systems Through Paralinguistic Pre-Trained Representations

Receipt and verification

First computed	2026-07-05T08:32:09.060354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52c8679fa285bf74c806ec470849149cc1c3ea6dda658b92f27203290a92c71c

Aliases

arxiv: 2309.06780 · arxiv_version: 2309.06780v2 · doi: 10.48550/arxiv.2309.06780 · pith_short_12: KLEGPH5CQW7X · pith_short_16: KLEGPH5CQW7XJSAG · pith_short_8: KLEGPH5C

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/KLEGPH5CQW7XJSAG5RDQQSIUTT \
  | 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: 52c8679fa285bf74c806ec470849149cc1c3ea6dda658b92f27203290a92c71c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43802f643afd0e5c9e1217ae4ad196a7d6767a348145a8dbd18d9660639d9827",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-09-13T08:06:43Z",
    "title_canon_sha256": "305d6be1bb1eaf5d6f11eca011d67d5c7bf8357ab43d73f877534707171f1a26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.06780",
    "kind": "arxiv",
    "version": 2
  }
}