Pith Number

pith:TIJYH5AP

pith:2024:TIJYH5APECBH7LL6NZ72YUUHD5

not attested not anchored not stored refs pending

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models

Benjamin Douglas, Christopher J. Tralie, Ian Utz, Matt Amery

arxiv:2412.10649 v1 · 2024-12-14 · cs.SD · cs.AI · cs.MM · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TIJYH5APECBH7LL6NZ72YUUHD5}

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	2026-07-05T09:49:19.147131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a1383f40f20827fad7e6e7fac52871f7f8f89b734af5ca47a8592506bbab803

Aliases

arxiv: 2412.10649 · arxiv_version: 2412.10649v1 · doi: 10.48550/arxiv.2412.10649 · pith_short_12: TIJYH5APECBH · pith_short_16: TIJYH5APECBH7LL6 · pith_short_8: TIJYH5AP

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/TIJYH5APECBH7LL6NZ72YUUHD5 \
  | 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: 9a1383f40f20827fad7e6e7fac52871f7f8f89b734af5ca47a8592506bbab803

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "539457648131820689ecb9ced94d30659ef03404d38f26c0dc8e5694c070e6a0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MM",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-12-14T02:36:45Z",
    "title_canon_sha256": "e6b79c1791ab44bd6122d44e9e5afa0af6da9455c6e8bf3dae22be05b2a41a74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10649",
    "kind": "arxiv",
    "version": 1
  }
}