Pith Number

pith:NSOSXHTK

pith:2025:NSOSXHTKKEL5G3LO3LNVCKRT6T

not attested not anchored not stored refs pending

The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset

Brendan Shillingford, Caglar Gulcehre, Dulhan Jayalath, Francesco Mantegna, Gereon Elvers, Gilad Landau, Greg Farquhar, Hamza Abdelhedi, Karim Jerbi, Luisa Kurth, Mark Woolrich, Minqi Jiang, Miran \"Ozdogan, Natalie Voets, Oiwi Parker Jones, Pratik Somaiya, Teyun Kwon, Yorguin Mantilla Ramos

arxiv:2506.10165 v1 · 2025-06-11 · cs.LG · cs.SD · eess.AS

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

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\usepackage{pith}
\pithnumber{NSOSXHTKKEL5G3LO3LNVCKRT6T}

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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

2 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

Receipt and verification

First computed	2026-07-05T11:20:17.612623Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c9d2b9e6a5117d36d6edadb512a33f4d88ed3fd6fdcf09d690fc6f62f220d28

Aliases

arxiv: 2506.10165 · arxiv_version: 2506.10165v1 · doi: 10.48550/arxiv.2506.10165 · pith_short_12: NSOSXHTKKEL5 · pith_short_16: NSOSXHTKKEL5G3LO · pith_short_8: NSOSXHTK

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/NSOSXHTKKEL5G3LO3LNVCKRT6T \
  | 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: 6c9d2b9e6a5117d36d6edadb512a33f4d88ed3fd6fdcf09d690fc6f62f220d28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08ba1e734d1de2585508f901f54f213e20c7a7d53b158a9d8d6529c1a9076060",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-11T20:34:33Z",
    "title_canon_sha256": "a5e369785cea14ce50f8f0173649fa6cfff14ce55452f69b4cf1c27600bc1e70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10165",
    "kind": "arxiv",
    "version": 1
  }
}