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Pith Number

pith:FKMGNZMO

pith:2018:FKMGNZMOLXHXK4LHQJJSFPZGI5
not attested not anchored not stored refs pending

Isolated and Ensemble Audio Preprocessing Methods for Detecting Adversarial Examples against Automatic Speech Recognition

Jugal Kalita, Krishan Rajaratnam, Kunal Shah

arxiv:1809.04397 v1 · 2018-09-11 · cs.SD · cs.CL · cs.CR · cs.LG · cs.NE · eess.AS

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\usepackage{pith}
\pithnumber{FKMGNZMOLXHXK4LHQJJSFPZGI5}

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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 2026-05-18T00:05:52.537425Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2a9866e58e5dcf757167825322bf26475585a366348788214716f65e8974db2f

Aliases

arxiv: 1809.04397 · arxiv_version: 1809.04397v1 · doi: 10.48550/arxiv.1809.04397 · pith_short_12: FKMGNZMOLXHX · pith_short_16: FKMGNZMOLXHXK4LH · pith_short_8: FKMGNZMO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FKMGNZMOLXHXK4LHQJJSFPZGI5 \
  | 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: 2a9866e58e5dcf757167825322bf26475585a366348788214716f65e8974db2f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e8dfc13a5f8e493acd0a12a5ff8f02feecef1625c60eec8c206d2fd06c081a72",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR",
      "cs.LG",
      "cs.NE",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2018-09-11T05:12:15Z",
    "title_canon_sha256": "4ddb92b8e73475c8b2a2b2a3b7e2a276a3c6db415631b77c5fcb6329a69c434d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.04397",
    "kind": "arxiv",
    "version": 1
  }
}