Pith Number

pith:MG5BUVVR

pith:2022:MG5BUVVRZXGKCJULOP63H3EX6I

not attested not anchored not stored refs pending

LA-VocE: Low-SNR Audio-visual Speech Enhancement using Neural Vocoders

Anurag Kumar, Buye Xu, Jacob Donley, Maja Pantic, Rodrigo Mira, Stavros Petridis, Vamsi Krishna Ithapu

arxiv:2211.10999 v2 · 2022-11-20 · cs.SD · cs.CV · 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{MG5BUVVRZXGKCJULOP63H3EX6I}

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	2026-07-05T05:50:32.508030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61ba1a56b1cdcca1268b73fdb3ec97f22b1087d9ab0879970eadb9583c9fa7d9

Aliases

arxiv: 2211.10999 · arxiv_version: 2211.10999v2 · doi: 10.48550/arxiv.2211.10999 · pith_short_12: MG5BUVVRZXGK · pith_short_16: MG5BUVVRZXGKCJUL · pith_short_8: MG5BUVVR

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/MG5BUVVRZXGKCJULOP63H3EX6I \
  | 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: 61ba1a56b1cdcca1268b73fdb3ec97f22b1087d9ab0879970eadb9583c9fa7d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27f172617b4f715488b16d7293a400c4a04b32eb28c145b70d9d62366c56baf0",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-11-20T15:27:55Z",
    "title_canon_sha256": "fc91e4497992ad99b8629d08b63eff1b25d94ec06d017ebed9b0b18d89b9124a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.10999",
    "kind": "arxiv",
    "version": 2
  }
}