Pith Number

pith:XHDRDWZA

pith:2026:XHDRDWZAX7USIJSP22B3E7UA6H

not attested not anchored not stored refs pending

Listening Like a Judge: A Music-Aware Framework for Automatic Singing Performance Evaluation

Neelam Saini, Sourav Ghosh

arxiv:2606.26451 v1 · 2026-06-24 · cs.SD · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XHDRDWZAX7USIJSP22B3E7UA6H}

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	2026-06-26T00:15:41.579283Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9c711db20bfe924264fd683b27e80f1e9ed54ca0c34d24ac48474d45c5e2fb0

Aliases

arxiv: 2606.26451 · arxiv_version: 2606.26451v1 · doi: 10.48550/arxiv.2606.26451 · pith_short_12: XHDRDWZAX7US · pith_short_16: XHDRDWZAX7USIJSP · pith_short_8: XHDRDWZA

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/XHDRDWZAX7USIJSP22B3E7UA6H \
  | 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: b9c711db20bfe924264fd683b27e80f1e9ed54ca0c34d24ac48474d45c5e2fb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c38335d8639ff21b86dfbc40e1feab5a561e5402ef0f57527d09e5679bb9de8d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-24T23:24:31Z",
    "title_canon_sha256": "dc1019a17858152853b4663a00781776d564456dfd67390a12e4719e8315531f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.26451",
    "kind": "arxiv",
    "version": 1
  }
}