Pith Number

pith:CJR3B6KB

pith:2026:CJR3B6KB3MFNXBE6HYZ2F6HBKK

not attested not anchored not stored refs pending

The Differentiable Auditory Loop (DAL): An ML Framework for Hyper-Personalized Hearing Aids

Alejandro Ballesta Rosen, Jack Collins, Jason Mikiel-Hunter, Julian Maclaren, Richard F. Lyon, Simon Carlile

arxiv:2606.04103 v1 · 2026-06-02 · cs.SD · cs.AI · cs.LG · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CJR3B6KB3MFNXBE6HYZ2F6HBKK}

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	2026-06-04T00:06:46.776386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1263b0f941db0adb849e3e33a2f8e1528d6e90883775ef1caa65076e8e52fb67

Aliases

arxiv: 2606.04103 · arxiv_version: 2606.04103v1 · doi: 10.48550/arxiv.2606.04103 · pith_short_12: CJR3B6KB3MFN · pith_short_16: CJR3B6KB3MFNXBE6 · pith_short_8: CJR3B6KB

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/CJR3B6KB3MFNXBE6HYZ2F6HBKK \
  | 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: 1263b0f941db0adb849e3e33a2f8e1528d6e90883775ef1caa65076e8e52fb67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb588e41c90cde6aa74f98878c271213af333610a7fbfe2eb695e6c4fa8f522d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-02T18:09:51Z",
    "title_canon_sha256": "d71def6040281850a7ad5d5f99bd94b3f0729d84e653b12c20a7e34f5bf0e05a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04103",
    "kind": "arxiv",
    "version": 1
  }
}