Pith Number

pith:REPOPHL7

pith:2024:REPOPHL75IKN3FX4RDTQP7V2UZ

not attested not anchored not stored refs pending

Open-Amp: Synthetic Data Framework for Audio Effect Foundation Models

Alec Wright, Alistair Carson, Lauri Juvela

arxiv:2411.14972 v1 · 2024-11-22 · eess.AS · cs.AI · cs.LG · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{REPOPHL75IKN3FX4RDTQP7V2UZ}

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	2026-07-05T09:39:14.411977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

891ee79d7fea14dd96fc88e707febaa640783dd9fc404756d7c86fb4864427c4

Aliases

arxiv: 2411.14972 · arxiv_version: 2411.14972v1 · doi: 10.48550/arxiv.2411.14972 · pith_short_12: REPOPHL75IKN · pith_short_16: REPOPHL75IKN3FX4 · pith_short_8: REPOPHL7

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/REPOPHL75IKN3FX4RDTQP7V2UZ \
  | 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: 891ee79d7fea14dd96fc88e707febaa640783dd9fc404756d7c86fb4864427c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70ee9f987e22a9e9b3bebdbdda162771f832ff0a83cf4cff480ba51a7729dcc3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-11-22T14:27:59Z",
    "title_canon_sha256": "6063ce7e259bf7993d105078b734b3e6cec765cdf48ffea1af21e0719f92601d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14972",
    "kind": "arxiv",
    "version": 1
  }
}