Pith Number

pith:M3TGEFMG

pith:2025:M3TGEFMGT4T4KISDZTPAXSWHY2

not attested not anchored not stored refs pending

Enhancing Cochlear Implant Signal Coding with Scaled Dot-Product Attention

Billel Essaid, Hamza Kheddar, Noureddine Batel

arxiv:2504.19046 v1 · 2025-04-26 · eess.AS · cs.AI · 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{M3TGEFMGT4T4KISDZTPAXSWHY2}

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	2026-07-05T10:54:51.064125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66e66215869f27c52243ccde0bcac7c6a7dbebb716e216e9138e358f3e09543d

Aliases

arxiv: 2504.19046 · arxiv_version: 2504.19046v1 · doi: 10.48550/arxiv.2504.19046 · pith_short_12: M3TGEFMGT4T4 · pith_short_16: M3TGEFMGT4T4KISD · pith_short_8: M3TGEFMG

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/M3TGEFMGT4T4KISDZTPAXSWHY2 \
  | 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: 66e66215869f27c52243ccde0bcac7c6a7dbebb716e216e9138e358f3e09543d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e6efe452041fb4449d137d700541079acdcf0295a58ec7f4a5d7d0a35318925",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-04-26T22:49:08Z",
    "title_canon_sha256": "92be69bb74f90ea404f061247f7f6621e27fc0910d10c807ee68216004c596b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19046",
    "kind": "arxiv",
    "version": 1
  }
}