Pith Number

pith:XT3UVZMB

pith:2025:XT3UVZMBM6D5KT7BJP4SERMDV4

not attested not anchored not stored refs pending

Revisiting Active Speaker Detection: An In-the-Wild Benchmark for Generalization and Robustness

Khoa Quang Nhat Cao, Le Thien Phuc Nguyen, Lucas Poon, Soochahn Lee, Toan Ngo Duc Vo, Tuan Khai Nguyen, Tuan Tai Nguyen, Tu Ho Manh Pham, Yong Jae Lee, Yuwei Guo, Zhuoran Yu

arxiv:2505.21954 v2 · 2025-05-28 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XT3UVZMBM6D5KT7BJP4SERMDV4}

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

See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models

Receipt and verification

First computed	2026-06-19T16:11:11.095614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcf74ae5816787d54fe14bf9224583af3a7da7c0dc24887fe8ff2e7d7efc1ed5

Aliases

arxiv: 2505.21954 · arxiv_version: 2505.21954v2 · doi: 10.48550/arxiv.2505.21954 · pith_short_12: XT3UVZMBM6D5 · pith_short_16: XT3UVZMBM6D5KT7B · pith_short_8: XT3UVZMB

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/XT3UVZMBM6D5KT7BJP4SERMDV4 \
  | 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: bcf74ae5816787d54fe14bf9224583af3a7da7c0dc24887fe8ff2e7d7efc1ed5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18d236021cb0e8e8d23a075dfd0785e2ffbcd410a3d5ca94233f5d8600c88797",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-28T04:08:59Z",
    "title_canon_sha256": "8710ba6db25e10caca996527640b2b17d62a814d0a2f2d255379733a520218a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21954",
    "kind": "arxiv",
    "version": 2
  }
}