Pith Number

pith:BAZ25TCR

pith:2024:BAZ25TCRVVJ2JIWNUDWSDAAF7R

not attested not anchored not stored refs pending

Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models

Chao Zhang, Guangzhi Sun, Mingxing Xu, Shuai Wang, Thomas Fang Zheng, Yiyang Zhao, Zehua Chen

arxiv:2408.15585 v1 · 2024-08-28 · cs.SD · 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{BAZ25TCRVVJ2JIWNUDWSDAAF7R}

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

Missing-Token Prompted Reliability-Aware Fusion for Robust Polyglot Speaker Identification

Receipt and verification

First computed	2026-07-05T09:00:14.184772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0833aecc51ad53a4a2cda0ed218005fc77c90add91c65c1523e367b3d2017fc3

Aliases

arxiv: 2408.15585 · arxiv_version: 2408.15585v1 · doi: 10.48550/arxiv.2408.15585 · pith_short_12: BAZ25TCRVVJ2 · pith_short_16: BAZ25TCRVVJ2JIWN · pith_short_8: BAZ25TCR

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/BAZ25TCRVVJ2JIWNUDWSDAAF7R \
  | 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: 0833aecc51ad53a4a2cda0ed218005fc77c90add91c65c1523e367b3d2017fc3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79489ff9b2a6cc85576f35ad68263d1e86ceaf1fc48c1c255bbf48923ff3978b",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-08-28T07:21:36Z",
    "title_canon_sha256": "0a294a1a13d53c099c41794914f0324c777f8379e6241f904cf89e79d6e282f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15585",
    "kind": "arxiv",
    "version": 1
  }
}