Pith. sign in
Pith Number

pith:LXJ3JMPY

pith:2025:LXJ3JMPYVKBOJ3RNFCDRTD6BRE
not attested not anchored not stored refs pending

WildFX: A DAW-Powered Pipeline for In-the-Wild Audio FX Graph Modeling

Julian McAuley, Qihui Yang, Taylor Berg-Kirkpatrick, Zachary Novack

arxiv:2507.10534 v2 · 2025-07-14 · cs.SD · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LXJ3JMPYVKBOJ3RNFCDRTD6BRE}

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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 2026-07-05T11:39:13.914308Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5dd3b4b1f8aa82e4ee2d2887198fc1892bef25a114ad0af56cd0e568111f3343

Aliases

arxiv: 2507.10534 · arxiv_version: 2507.10534v2 · doi: 10.48550/arxiv.2507.10534 · pith_short_12: LXJ3JMPYVKBO · pith_short_16: LXJ3JMPYVKBOJ3RN · pith_short_8: LXJ3JMPY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LXJ3JMPYVKBOJ3RNFCDRTD6BRE \
  | 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: 5dd3b4b1f8aa82e4ee2d2887198fc1892bef25a114ad0af56cd0e568111f3343
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "90aeae8681a2da6cb00b68cc64c1fb1f68c48a1fc58f93901e7d1400c02df813",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-07-14T17:55:38Z",
    "title_canon_sha256": "637a4b19ef5982a959d3e0a5eb617b9e3cf936695465918562e671880f2e646f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10534",
    "kind": "arxiv",
    "version": 2
  }
}