Pith Number

pith:7H77WHEF

pith:2024:7H77WHEF7QCPMY4UU5CKL35S2K

not attested not anchored not stored refs pending

Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing

Hye-Jin Shim, Jee-weon Jung, Md Sahidullah, Shinji Watanabe, Tomi Kinnunen

arxiv:2406.17246 v2 · 2024-06-25 · 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{7H77WHEF7QCPMY4UU5CKL35S2K}

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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.

Receipt and verification

First computed	2026-07-05T08:59:10.351420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9fffb1c85fc04f66394a744a5efb2d2b9ec25de3a88c5be70fcd670489c8516

Aliases

arxiv: 2406.17246 · arxiv_version: 2406.17246v2 · doi: 10.48550/arxiv.2406.17246 · pith_short_12: 7H77WHEF7QCP · pith_short_16: 7H77WHEF7QCPMY4U · pith_short_8: 7H77WHEF

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/7H77WHEF7QCPMY4UU5CKL35S2K \
  | 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: f9fffb1c85fc04f66394a744a5efb2d2b9ec25de3a88c5be70fcd670489c8516

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dc1d17d29bb5b073ba07f824bd6f99cbe9a54a2e8163d1703e634a05d3455ef",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-06-25T03:24:12Z",
    "title_canon_sha256": "1132bcdfeff5039c6bbe20bdd6058274f6a931e9fa5d6fdaa2ed7ef77a1f5f81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17246",
    "kind": "arxiv",
    "version": 2
  }
}