Pith Number

pith:YPQIZPA7

pith:2024:YPQIZPA7R73NELV7ACODGZGYGC

not attested not anchored not stored refs pending

Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model

H\'ector Delgado, Kong Aik Lee, Massimiliano Todisco, Michele Panariello, Nicholas Evans, Xin Wang

arxiv:2408.09300 v1 · 2024-08-17 · eess.AS · cs.CR · cs.LG · 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{YPQIZPA7R73NELV7ACODGZGYGC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods

Receipt and verification

First computed	2026-07-05T08:56:49.034334Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3e08cbc1f8ff6d22ebf009c3364d830b846fbc85744c85ee10183ed70edc19f

Aliases

arxiv: 2408.09300 · arxiv_version: 2408.09300v1 · doi: 10.48550/arxiv.2408.09300 · pith_short_12: YPQIZPA7R73N · pith_short_16: YPQIZPA7R73NELV7 · pith_short_8: YPQIZPA7

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/YPQIZPA7R73NELV7ACODGZGYGC \
  | 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: c3e08cbc1f8ff6d22ebf009c3364d830b846fbc85744c85ee10183ed70edc19f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "453fadd38b097873ba864903a7c2c153d84de833792f6a34292314f35a43eff8",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-08-17T21:58:11Z",
    "title_canon_sha256": "a0bf2ff950ba49a7094f380d406a663ec971d87b3ccf42dd10bad13f68e31e99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09300",
    "kind": "arxiv",
    "version": 1
  }
}