Pith Number

pith:MGTC3IMZ

pith:2022:MGTC3IMZKS5AU4BEAU3TJ7OOSL

not attested not anchored not stored refs pending

Blind Restoration of Real-World Audio by 1D Operational GANs

Moncef Gabbouj, Muhammad Chowdhury, Muhammad Salman Khan, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince

arxiv:2212.14618 v2 · 2022-12-30 · cs.SD · 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{MGTC3IMZKS5AU4BEAU3TJ7OOSL}

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	2026-07-05T05:34:34.039305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61a62da19954ba0a7024053734fdce92daebc17461b59567ac126841985d874a

Aliases

arxiv: 2212.14618 · arxiv_version: 2212.14618v2 · doi: 10.48550/arxiv.2212.14618 · pith_short_12: MGTC3IMZKS5A · pith_short_16: MGTC3IMZKS5AU4BE · pith_short_8: MGTC3IMZ

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/MGTC3IMZKS5AU4BEAU3TJ7OOSL \
  | 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: 61a62da19954ba0a7024053734fdce92daebc17461b59567ac126841985d874a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08830b3a1c2a530f9126fb943ac3a20c00f7932471bdc39faaf865a51538fe4f",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-12-30T10:11:57Z",
    "title_canon_sha256": "d07d7482231f3b4442c1e11b76061188a05037d4ef2e16e5930439de7abe2b90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.14618",
    "kind": "arxiv",
    "version": 2
  }
}