Pith Number

pith:Y75YYKM3

pith:2020:Y75YYKM3HLAMX7CQGUUA5WZEGN

not attested not anchored not stored refs pending

Audio Spoofing Verification using Deep Convolutional Neural Networks by Transfer Learning

Nandakumar Paramparambath, P R Aravind, Rahul T P, Ranjith C, Usamath Nechiyil

arxiv:2008.03464 v1 · 2020-08-08 · eess.AS · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y75YYKM3HLAMX7CQGUUA5WZEGN}

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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

Quantum Vision Theory Applied to Audio Classification for Deepfake Speech Detection

Receipt and verification

First computed	2026-07-05T01:25:42.062198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7fb8c299b3ac0cbfc5035280edb243362e25d2e326dfb751dca3a158a399d36

Aliases

arxiv: 2008.03464 · arxiv_version: 2008.03464v1 · doi: 10.48550/arxiv.2008.03464 · pith_short_12: Y75YYKM3HLAM · pith_short_16: Y75YYKM3HLAMX7CQ · pith_short_8: Y75YYKM3

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/Y75YYKM3HLAMX7CQGUUA5WZEGN \
  | 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: c7fb8c299b3ac0cbfc5035280edb243362e25d2e326dfb751dca3a158a399d36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "715b314c1114e09414213180d52b7aebbbf4c7ba09ac4e4d0cc643406a5a0912",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-08-08T07:14:40Z",
    "title_canon_sha256": "f1a5c79ffd4e0e972d48fa68c3c948d84fac80949148c41c29d88c70ead65a5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.03464",
    "kind": "arxiv",
    "version": 1
  }
}