Pith Number

pith:YMGH2UD6

pith:2021:YMGH2UD6HOVGP5RDD6S3HFBK7U

not attested not anchored not stored refs pending

Real-time Speaker counting in a cocktail party scenario using Attention-guided Convolutional Neural Network

John H.L. Hansen, Midia Yousefi

arxiv:2111.00316 v1 · 2021-10-30 · 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{YMGH2UD6HOVGP5RDD6S3HFBK7U}

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	2026-07-05T03:27:41.194296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c30c7d507e3baa67f6231fa5b3942afd03909b9ce3d790c1db789810608da687

Aliases

arxiv: 2111.00316 · arxiv_version: 2111.00316v1 · doi: 10.48550/arxiv.2111.00316 · pith_short_12: YMGH2UD6HOVG · pith_short_16: YMGH2UD6HOVGP5RD · pith_short_8: YMGH2UD6

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/YMGH2UD6HOVGP5RDD6S3HFBK7U \
  | 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: c30c7d507e3baa67f6231fa5b3942afd03909b9ce3d790c1db789810608da687

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2674d58b5e7b1977d8e9ef1cc90ad2facc6107b3ac58ef6e90698e94f0391b09",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-10-30T19:24:57Z",
    "title_canon_sha256": "1e15052953c3fcd0b694bdfe87683faea067a5911edf5df6facd62aa319a1af3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.00316",
    "kind": "arxiv",
    "version": 1
  }
}