Pith Number

pith:7GWET7AC

pith:2025:7GWET7AC4UY4JDGZTZB4BFM36Q

not attested not anchored not stored refs pending

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative

Tomi Kinnunen, Wenxin Zhang, Xi Xuan, Yi-Cheng Lin, Zimo Zhu

arxiv:2508.09294 v1 · 2025-08-12 · eess.AS · cs.AI · cs.CL · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7GWET7AC4UY4JDGZTZB4BFM36Q}

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.

Receipt and verification

First computed	2026-07-05T11:53:12.062823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9ac49fc02e531c48cd99e43c0959bf421f16513259e8a8a9e1714134e9e3093

Aliases

arxiv: 2508.09294 · arxiv_version: 2508.09294v1 · doi: 10.48550/arxiv.2508.09294 · pith_short_12: 7GWET7AC4UY4 · pith_short_16: 7GWET7AC4UY4JDGZ · pith_short_8: 7GWET7AC

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/7GWET7AC4UY4JDGZTZB4BFM36Q \
  | 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: f9ac49fc02e531c48cd99e43c0959bf421f16513259e8a8a9e1714134e9e3093

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f5fb6a831fe64d36a112a4a94c64ea5d54ee2046087f3a7968c18fbd1f3dc06",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-08-12T19:15:13Z",
    "title_canon_sha256": "46b85eb1893c575d6405f0aa9c85f95299b1b0cc251c28a37208db587770ecbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09294",
    "kind": "arxiv",
    "version": 1
  }
}