Pith Number

pith:VXBHYCQ3

pith:2022:VXBHYCQ3IGJO2K664LNBROKF5U

not attested not anchored not stored refs pending

Fusion of Self-supervised Learned Models for MOS Prediction

Chenhui Chu, Raj Dabre, Raphael Rubino, Sheng Li, Wangjin Zhou, Yi Zhao, Zhengdong Yang

arxiv:2204.04855 v1 · 2022-04-11 · cs.SD · cs.AI · cs.CL · 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{VXBHYCQ3IGJO2K664LNBROKF5U}

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

SALF-MOS: Speaker Agnostic Latent Features Downsampled for MOS Prediction

Receipt and verification

First computed	2026-07-05T04:13:02.279500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

adc27c0a1b4192ed2bdee2da18b945ed1f84d94ccbe11e9c91620b1c35b05130

Aliases

arxiv: 2204.04855 · arxiv_version: 2204.04855v1 · doi: 10.48550/arxiv.2204.04855 · pith_short_12: VXBHYCQ3IGJO · pith_short_16: VXBHYCQ3IGJO2K66 · pith_short_8: VXBHYCQ3

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/VXBHYCQ3IGJO2K664LNBROKF5U \
  | 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: adc27c0a1b4192ed2bdee2da18b945ed1f84d94ccbe11e9c91620b1c35b05130

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4402c791f9c9973776e91f171b143ea9eabe635fd7bfd9b604d03e392ae5e38d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-04-11T03:50:52Z",
    "title_canon_sha256": "3e0c0d30290f0e3e077dd58144218cfc15315ab4ca49b69dd0d54a7bd7849b97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.04855",
    "kind": "arxiv",
    "version": 1
  }
}