Pith Number

pith:S63VMP73

pith:2025:S63VMP73RLD6XIO245LVCMWGRV

not attested not anchored not stored refs pending

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale

Dulhan Jayalath, Francesco Mantegna, Gereon Elvers, Gilad Landau, Mark Woolrich, Miran \"Ozdogan, Oiwi Parker Jones, Pratik Somaiya

arxiv:2506.02098 v1 · 2025-06-02 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S63VMP73RLD6XIO245LVCMWGRV}

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.

Cited by

3 papers in Pith

MindVoice: Reconstructing Intelligible Speech from Non-invasive Neural Signals with Pretrained Priors

Bypassing Direct Reconstruction: Speech Detection from MEG via Large-Scale Audio Retrieval

Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping

Receipt and verification

First computed	2026-07-05T11:14:32.385664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97b7563ffb8ac7eba1dae7575132c68d72d78ca5010ed1faf7b9d1fdfe36aa20

Aliases

arxiv: 2506.02098 · arxiv_version: 2506.02098v1 · doi: 10.48550/arxiv.2506.02098 · pith_short_12: S63VMP73RLD6 · pith_short_16: S63VMP73RLD6XIO2 · pith_short_8: S63VMP73

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/S63VMP73RLD6XIO245LVCMWGRV \
  | 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: 97b7563ffb8ac7eba1dae7575132c68d72d78ca5010ed1faf7b9d1fdfe36aa20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3f8182d3950e0ea100e88809b76303e6d47510bf19112a12dacefa8d6205699",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-02T17:59:41Z",
    "title_canon_sha256": "a525b65f67d13a903b509bc856b5ae6e4fd934217d1fc1f84ce9693e241bd95e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02098",
    "kind": "arxiv",
    "version": 1
  }
}