Pith Number

pith:UMMVLVIO

pith:2025:UMMVLVIOGE3ZQIMIIUUQLVSCKQ

not attested not anchored not stored refs pending

Generalizable Audio Spoofing Detection using Non-Semantic Representations

Arnab Das, Carlos Franzreb, Sebastian M\"oller, Tim Herzig, Tim Polzehl, Yassine El Kheir

arxiv:2509.00186 v1 · 2025-08-29 · cs.SD · cs.AI · 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{UMMVLVIOGE3ZQIMIIUUQLVSCKQ}

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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

Generalizable Audio Spoofing Detection using Non-Semantic Representations

Receipt and verification

First computed	2026-07-05T12:02:10.956774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a31955d50e3137982188452905d642540930b6c0e29fa141a6c7c920c783663d

Aliases

arxiv: 2509.00186 · arxiv_version: 2509.00186v1 · doi: 10.48550/arxiv.2509.00186 · pith_short_12: UMMVLVIOGE3Z · pith_short_16: UMMVLVIOGE3ZQIMI · pith_short_8: UMMVLVIO

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/UMMVLVIOGE3ZQIMIIUUQLVSCKQ \
  | 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: a31955d50e3137982188452905d642540930b6c0e29fa141a6c7c920c783663d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1709c080152449c7f4d6c6cf1302d7e281852a2b4ef2c88163f692d7621f8bcb",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-08-29T18:37:57Z",
    "title_canon_sha256": "7603d2e0946784673ffa4dfdfbcefda920434a20c9f9ff8ca5bf80337bc0532c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00186",
    "kind": "arxiv",
    "version": 1
  }
}