Pith Number

pith:A7ALYXE2

pith:2019:A7ALYXE2XERZGLYZMGYTNS5NWZ

not attested not anchored not stored refs pending

power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition

Chanwoo Kim, Dhananjaya Gowda, Kwangyoun Kim, Mehul Kumar

arxiv:1912.11041 v1 · 2019-12-22 · eess.AS · cs.LG · cs.SD · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A7ALYXE2XERZGLYZMGYTNS5NWZ}

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	2026-07-05T00:28:16.418440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07c0bc5c9ab923932f1961b136cbadb6556471adb4729bc9e71b690cab980c86

Aliases

arxiv: 1912.11041 · arxiv_version: 1912.11041v1 · doi: 10.48550/arxiv.1912.11041 · pith_short_12: A7ALYXE2XERZ · pith_short_16: A7ALYXE2XERZGLYZ · pith_short_8: A7ALYXE2

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/A7ALYXE2XERZGLYZMGYTNS5NWZ \
  | 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: 07c0bc5c9ab923932f1961b136cbadb6556471adb4729bc9e71b690cab980c86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90470c30cd7f390ebbe80fb61ead58fa7ff96f22db378eebc7b48cd19b224df8",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2019-12-22T04:40:40Z",
    "title_canon_sha256": "b527a27301c8ac327783aa6ad0d3c6c74a9b482ff617ca59710b1412b369bbfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.11041",
    "kind": "arxiv",
    "version": 1
  }
}