Pith Number

pith:QNQN3OBG

pith:2023:QNQN3OBGZGQRJMYZUJFEGXMNCP

not attested not anchored not stored refs pending

Audio-Text Models Do Not Yet Leverage Natural Language

Ho-Hsiang Wu, Juan Pablo Bello, Justin Salamon, Oriol Nieto

arxiv:2303.10667 v1 · 2023-03-19 · cs.SD · 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{QNQN3OBGZGQRJMYZUJFEGXMNCP}

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	2026-07-05T05:52:34.991043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8360ddb826c9a114b319a24a435d8d13d7295086e5fdbbb9544ef43aea0e7b9a

Aliases

arxiv: 2303.10667 · arxiv_version: 2303.10667v1 · doi: 10.48550/arxiv.2303.10667 · pith_short_12: QNQN3OBGZGQR · pith_short_16: QNQN3OBGZGQRJMYZ · pith_short_8: QNQN3OBG

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/QNQN3OBGZGQRJMYZUJFEGXMNCP \
  | 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: 8360ddb826c9a114b319a24a435d8d13d7295086e5fdbbb9544ef43aea0e7b9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00c90194f675e0ca9d775593eba7ea76a5cdcb3837b212f6fb2b3dd68544b5e5",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-03-19T14:14:46Z",
    "title_canon_sha256": "7600fa769bf0ca06b82f4fcf2415b49ab5e9bcbdfeae19df5d85707904ff5797"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.10667",
    "kind": "arxiv",
    "version": 1
  }
}