pith. sign in
Pith Number

pith:DGWC243O

pith:2026:DGWC243O7WT3GOJXEDT2Z6ZDBA
not attested not anchored not stored refs pending

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

Boda Zhou, Cheng Yang, Huaimin Wang, Jin Zhang, Kele Xu, Qisheng Xu, Qiya Song, Yulin Sun, Yulu Fang

arxiv:2607.00387 v1 · 2026-07-01 · eess.AS

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\usepackage{pith}
\pithnumber{DGWC243O7WT3GOJXEDT2Z6ZDBA}

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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 2026-07-02T01:17:41.938114Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

19ac2d736efda7b3393720e7acfb23080cd69b3c7bc4df7a43d930f5d484f855

Aliases

arxiv: 2607.00387 · arxiv_version: 2607.00387v1 · doi: 10.48550/arxiv.2607.00387 · pith_short_12: DGWC243O7WT3 · pith_short_16: DGWC243O7WT3GOJX · pith_short_8: DGWC243O
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DGWC243O7WT3GOJXEDT2Z6ZDBA \
  | 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: 19ac2d736efda7b3393720e7acfb23080cd69b3c7bc4df7a43d930f5d484f855
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "455457f41fc3ea9ae7f34005fce04bc9c3f7cec001c61077a883af9c84f499f8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-07-01T03:32:08Z",
    "title_canon_sha256": "e1e5f88b14b3414051b98474eda1e7b2c50c9948e3fa21a4bb4131e05e8adc01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.00387",
    "kind": "arxiv",
    "version": 1
  }
}