Pith Number

pith:ZMBT7GWM

pith:2022:ZMBT7GWMHPOKCXRCO6FA3U3CPS

not attested not anchored not stored refs pending

AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation

Efthymios Tzinis, John R. Hershey, Scott Wisdom, Tal Remez

arxiv:2207.10141 v1 · 2022-07-20 · cs.SD · cs.CV · 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{ZMBT7GWMHPOKCXRCO6FA3U3CPS}

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.

Cited by

1 paper in Pith

MVANet: Multi-Stage Video Attention Network for Sound Event Localization and Detection with Source Distance Estimation

Receipt and verification

First computed	2026-07-05T04:42:21.497240Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb033f9acc3bdca15e22778a0dd3627c892675687eeedc15caacf0eb6d019bf2

Aliases

arxiv: 2207.10141 · arxiv_version: 2207.10141v1 · doi: 10.48550/arxiv.2207.10141 · pith_short_12: ZMBT7GWMHPOK · pith_short_16: ZMBT7GWMHPOKCXRC · pith_short_8: ZMBT7GWM

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/ZMBT7GWMHPOKCXRCO6FA3U3CPS \
  | 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: cb033f9acc3bdca15e22778a0dd3627c892675687eeedc15caacf0eb6d019bf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f7f6763bbb3c7065a1d34e25102d5a0acc0db92e95507ac504b414408cf9a1e",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-07-20T18:44:01Z",
    "title_canon_sha256": "50f77fbf8cd77c58264e9aecceb41765a25c51e369e2f7607c8e250894a49f33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.10141",
    "kind": "arxiv",
    "version": 1
  }
}