Pith Number

pith:OSOJ7YRG

pith:2024:OSOJ7YRGWP7PX3L2T7LX2YU42S

not attested not anchored not stored refs pending

MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection

Haoyu Song, Ian McLoughlin, Kang Li, Pengfei Cai, Yan Song

arxiv:2408.08673 v2 · 2024-08-16 · cs.SD · cs.AI · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OSOJ7YRGWP7PX3L2T7LX2YU42S}

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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

From Objectives to Applications: Aligning Architectural Biases in Audio Self-Supervised Learning

Receipt and verification

First computed	2026-07-05T08:56:24.824027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

749c9fe226b3fefbed7a9fd77d629cd4b4726b8122b88cb2b239be2427389ac0

Aliases

arxiv: 2408.08673 · arxiv_version: 2408.08673v2 · doi: 10.48550/arxiv.2408.08673 · pith_short_12: OSOJ7YRGWP7P · pith_short_16: OSOJ7YRGWP7PX3L2 · pith_short_8: OSOJ7YRG

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/OSOJ7YRGWP7PX3L2T7LX2YU42S \
  | 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: 749c9fe226b3fefbed7a9fd77d629cd4b4726b8122b88cb2b239be2427389ac0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2975704c73e0ae19d18318df1f143bfd296fe14027e096a5c5dfd993df161b45",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-08-16T11:33:16Z",
    "title_canon_sha256": "5f46214a4b7f4aa3d6ac19fdd213d7ccffb55fec6dddb1660cfa7bf0a8b0f4a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08673",
    "kind": "arxiv",
    "version": 2
  }
}