Pith Number

pith:T7ZVOBYA

pith:2024:T7ZVOBYAAIOJFJ2CA7OZQB2Z3V

not attested not anchored not stored refs pending

The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning

Brendan Shillingford, Dulhan Jayalath, Gilad Landau, Mark Woolrich, Oiwi Parker Jones

arxiv:2406.04328 v5 · 2024-06-06 · 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{T7ZVOBYAAIOJFJ2CA7OZQB2Z3V}

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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

1 paper in Pith

Dual-Stream EEG Decoding for 3D Visual Perception

Receipt and verification

First computed	2026-07-05T11:13:56.393478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ff3570700021c92a74207dd980759dd60b01801991f05490083b94c5c8a140c

Aliases

arxiv: 2406.04328 · arxiv_version: 2406.04328v5 · doi: 10.48550/arxiv.2406.04328 · pith_short_12: T7ZVOBYAAIOJ · pith_short_16: T7ZVOBYAAIOJFJ2C · pith_short_8: T7ZVOBYA

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/T7ZVOBYAAIOJFJ2CA7OZQB2Z3V \
  | 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: 9ff3570700021c92a74207dd980759dd60b01801991f05490083b94c5c8a140c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "230638511e4578fb55bd54d282bea624c2d5bada81e7470a3b25df4b1b5175f3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-06T17:59:09Z",
    "title_canon_sha256": "2b737bb27bc1d5d7e58a4d98048f48040c12b4fa76e694d4130874725dd75e6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04328",
    "kind": "arxiv",
    "version": 5
  }
}