Pith Number

pith:5UWXBRSX

pith:2025:5UWXBRSXXIADGBB7QFW7GL7HCB

not attested not anchored not stored refs pending

Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations

Haohan Shi, Safak Dogan, Tianjin Huang, Xiyu Shi, Yunxiao Zhang

arxiv:2508.01467 v1 · 2025-08-02 · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5UWXBRSXXIADGBB7QFW7GL7HCB}

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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

Audio Deepfake Detection at the First Greeting: "Hi!"

Receipt and verification

First computed	2026-07-05T11:47:39.548494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed2d70c657ba0033043f816df32fe7104b49f6728b7e85ead8b4a40cef132649

Aliases

arxiv: 2508.01467 · arxiv_version: 2508.01467v1 · doi: 10.48550/arxiv.2508.01467 · pith_short_12: 5UWXBRSXXIAD · pith_short_16: 5UWXBRSXXIADGBB7 · pith_short_8: 5UWXBRSX

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/5UWXBRSXXIADGBB7QFW7GL7HCB \
  | 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: ed2d70c657ba0033043f816df32fe7104b49f6728b7e85ead8b4a40cef132649

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e86acf6c7fe81f35581c02f68fd47a10ad1685c12fd620518e59da8e9a49a2b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-08-02T19:11:41Z",
    "title_canon_sha256": "ea2945f2cd437e75c47bda1ccf3fdfa5509a23f4ffaa426ea8bdabd1c6b0c5da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01467",
    "kind": "arxiv",
    "version": 1
  }
}