Pith Number

pith:LRIV5ED3

pith:2024:LRIV5ED3W5DEXAUK2MUORTRSI2

not attested not anchored not stored refs pending

AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge

Alexey Efimenko, Dmitrii Korzh, Grach Mkrtchian, Kirill Borodin, Mikhail Gorodnichev, Oleg Y. Rogov, Vasiliy Kudryavtsev

arxiv:2408.17352 v2 · 2024-08-30 · cs.SD · cs.AI · eess.AS

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\usepackage{pith}
\pithnumber{LRIV5ED3W5DEXAUK2MUORTRSI2}

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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

2 papers in Pith

AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge

Interpreting Multi-Branch Anti-Spoofing Architectures: Correlating Internal Strategy with Empirical Performance

Receipt and verification

First computed	2026-05-20T00:02:02.874523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c515e907bb7464b828ad328e8ce324690c568eeb0c02196dbbfe080c66d812c

Aliases

arxiv: 2408.17352 · arxiv_version: 2408.17352v2 · doi: 10.48550/arxiv.2408.17352 · pith_short_12: LRIV5ED3W5DE · pith_short_16: LRIV5ED3W5DEXAUK · pith_short_8: LRIV5ED3

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/LRIV5ED3W5DEXAUK2MUORTRSI2 \
  | 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: 5c515e907bb7464b828ad328e8ce324690c568eeb0c02196dbbfe080c66d812c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5bafdb684e2a3556dab1bdeb14dc269fc9d9ff17c1ae3717b91207e6ab451d8",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-08-30T15:30:01Z",
    "title_canon_sha256": "50854236c404ba298a21bcff4be284a7e965aa6e1fbe7c4149e9ccd0c9b08b76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.17352",
    "kind": "arxiv",
    "version": 2
  }
}