Pith Number

pith:KOOVKV7A

pith:2022:KOOVKV7AI5GHRIDAJGQVABIU6I

not attested not anchored not stored refs pending

A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems

Frank Cwitkowitz, Jonathan Driedger, Zhiyao Duan

arxiv:2204.08094 v1 · 2022-04-17 · eess.AS · cs.LG · 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{KOOVKV7AI5GHRIDAJGQVABIU6I}

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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.

Receipt and verification

First computed	2026-07-05T04:15:21.930174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

539d5557e0474c78a06049a1500514f2006608d30ab9c3aea813fefc5a7d1ace

Aliases

arxiv: 2204.08094 · arxiv_version: 2204.08094v1 · doi: 10.48550/arxiv.2204.08094 · pith_short_12: KOOVKV7AI5GH · pith_short_16: KOOVKV7AI5GHRIDA · pith_short_8: KOOVKV7A

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/KOOVKV7AI5GHRIDAJGQVABIU6I \
  | 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: 539d5557e0474c78a06049a1500514f2006608d30ab9c3aea813fefc5a7d1ace

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98ca3564d3ff68883f4d9dcdee738c262d55a2ab4e95a41ae67a20c60ff08d85",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2022-04-17T22:10:37Z",
    "title_canon_sha256": "0613f6fc4eee082fa8de61b923888043d4bf5ec53d4b5b7ccd97de059fc8193a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.08094",
    "kind": "arxiv",
    "version": 1
  }
}