Pith Number

pith:I7ZCOEJB

pith:2023:I7ZCOEJBD6V7HRFTU6TSTKGODR

not attested not anchored not stored refs pending

Towards an Interpretable Representation of Speaker Identity via Perceptual Voice Qualities

Andrea Guzman, Bohan Yu, Gopala Anumanchipalli, Luna McNulty, Peter Wu, Robin Netzorg

arxiv:2310.02497 v1 · 2023-10-04 · 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{I7ZCOEJBD6V7HRFTU6TSTKGODR}

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	2026-07-05T06:56:58.244580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47f22711211fabf3c4b3a7a729a8ce1c790c0fd10d88bbaa28d53da266bb7e17

Aliases

arxiv: 2310.02497 · arxiv_version: 2310.02497v1 · doi: 10.48550/arxiv.2310.02497 · pith_short_12: I7ZCOEJBD6V7 · pith_short_16: I7ZCOEJBD6V7HRFT · pith_short_8: I7ZCOEJB

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/I7ZCOEJBD6V7HRFTU6TSTKGODR \
  | 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: 47f22711211fabf3c4b3a7a729a8ce1c790c0fd10d88bbaa28d53da266bb7e17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e734b1e691257c9550cbc5ba98a9a952a41f39787aaeda4fb105aa0c00319e3",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-10-04T00:06:17Z",
    "title_canon_sha256": "dc7d124f45cb2579c421825f6635fdfe73a26978fa2111284821f55ad8c8ca57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02497",
    "kind": "arxiv",
    "version": 1
  }
}