Pith Number

pith:BMZ3A64J

pith:2025:BMZ3A64JKGURLROUIR5VJC2NC5

not attested not anchored not stored refs pending

Transformation of audio embeddings into interpretable, concept-based representations

Alice Zhang, Edison Thomaz, Lie Lu

arxiv:2504.14076 v1 · 2025-04-18 · cs.SD · cs.LG · 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{BMZ3A64JKGURLROUIR5VJC2NC5}

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	2026-07-05T10:51:10.565960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b33b07b8951a915c5d4447b548b4d175eda62e49255fdc7dc5b1e833456e114

Aliases

arxiv: 2504.14076 · arxiv_version: 2504.14076v1 · doi: 10.48550/arxiv.2504.14076 · pith_short_12: BMZ3A64JKGUR · pith_short_16: BMZ3A64JKGURLROU · pith_short_8: BMZ3A64J

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/BMZ3A64JKGURLROUIR5VJC2NC5 \
  | 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: 0b33b07b8951a915c5d4447b548b4d175eda62e49255fdc7dc5b1e833456e114

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8597f83309d859979cacfa38241baf738e5965ba9bce9397d8b5ad9465648f7d",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-04-18T21:00:50Z",
    "title_canon_sha256": "cddfa29307a9df64065b3dfdd04cc45edcc9ed1e4a878d56bbc02a62b4cbdc64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14076",
    "kind": "arxiv",
    "version": 1
  }
}