Pith Number

pith:AOMELPD6

pith:2026:AOMELPD6UMSIFSCWMDTC3ZFMBJ

not attested not anchored not stored refs pending

LLM can Read Spectrogram: Encoder-free Speech-Language Modeling

Bo Ren, Jinyu Li, Ruchao Fan, Xiaofei Wang, Yao Qian, Yiming Wang, Yufei Xia, Yuxuan Hu

arxiv:2606.10231 v1 · 2026-06-08 · eess.AS · 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{AOMELPD6UMSIFSCWMDTC3ZFMBJ}

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	2026-06-10T01:09:00.780338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

039845bc7ea32482c85660e62de4ac0a70c8816f027b9a928bec7debe640691d

Aliases

arxiv: 2606.10231 · arxiv_version: 2606.10231v1 · doi: 10.48550/arxiv.2606.10231 · pith_short_12: AOMELPD6UMSI · pith_short_16: AOMELPD6UMSIFSCW · pith_short_8: AOMELPD6

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/AOMELPD6UMSIFSCWMDTC3ZFMBJ \
  | 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: 039845bc7ea32482c85660e62de4ac0a70c8816f027b9a928bec7debe640691d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cc51fc713113b1bb66e5a75605136180c087cb8ad0e222b58f00f091b4a6942",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-06-08T22:44:04Z",
    "title_canon_sha256": "816f133c5a845f7dd2edd7029aa8cc0b8be0ae2a178a42a7c38b14ac2a7e9370"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10231",
    "kind": "arxiv",
    "version": 1
  }
}