Pith Number

pith:PYGQY5BB

pith:2022:PYGQY5BB6ZCXQUDGU5UHDF7XNB

not attested not anchored not stored refs pending

Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction

Abdelrahman Mohamed, Bowen Shi, Kushal Lakhotia, Wei-Ning Hsu

arxiv:2201.02184 v2 · 2022-01-05 · eess.AS · cs.CV · cs.SD

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\usepackage{pith}
\pithnumber{PYGQY5BB6ZCXQUDGU5UHDF7XNB}

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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

10 papers in Pith

Towards Accurate and Robust Surveillance Roadside IVD via Trackletized Audio-Visual Reasoning

Audio-visual Contrastive Alignment for Diffusion-based Visual-conditioned Speech Enhancement

Cross-Modal Masking for Robust Silent Speech Synthesis Using sEMG and Lipreading

HoliDubber: Holistic Video Dubbing for Complex Acoustic Scenes via Text-Guided Audio Synthesis

Evaluating Multimodal Steganalysis for Split-Payload Audiovisual Steganography

Receipt and verification

First computed	2026-07-05T04:04:44.790414Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e0d0c7421f645785066a7687197f76849ea5b7056501ee572786191a3bf9755

Aliases

arxiv: 2201.02184 · arxiv_version: 2201.02184v2 · doi: 10.48550/arxiv.2201.02184 · pith_short_12: PYGQY5BB6ZCX · pith_short_16: PYGQY5BB6ZCXQUDG · pith_short_8: PYGQY5BB

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/PYGQY5BB6ZCXQUDGU5UHDF7XNB \
  | 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: 7e0d0c7421f645785066a7687197f76849ea5b7056501ee572786191a3bf9755

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05d38f7c798e019092850e1e0176054f09f58c397bc4210c06e332d39a9db583",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2022-01-05T17:40:45Z",
    "title_canon_sha256": "2d34722551f9b308929933a7290c6d54acdf80559b8c56fa5ed0a334d6ed3972"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.02184",
    "kind": "arxiv",
    "version": 2
  }
}