Pith Number

pith:ZAN2G3SA

pith:2024:ZAN2G3SADG6OQUTCN57TW2EJEE

not attested not anchored not stored refs pending

Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?

Ahmed Hussen Abdelaziz, Barry-John Theobald, Jee-weon Jung, Shinji Watanabe, Skyler Seto, Stephen Shum, Takuya Higuchi, Tatiana Likhomanenko, Zakaria Aldeneh

arxiv:2402.00340 v2 · 2024-02-01 · 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{ZAN2G3SADG6OQUTCN57TW2EJEE}

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	2026-07-05T08:31:11.146134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c81ba36e4019bce852626f7f3b68892135f2728d732b8450b0804b629a1b1a69

Aliases

arxiv: 2402.00340 · arxiv_version: 2402.00340v2 · doi: 10.48550/arxiv.2402.00340 · pith_short_12: ZAN2G3SADG6O · pith_short_16: ZAN2G3SADG6OQUTC · pith_short_8: ZAN2G3SA

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/ZAN2G3SADG6OQUTCN57TW2EJEE \
  | 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: c81ba36e4019bce852626f7f3b68892135f2728d732b8450b0804b629a1b1a69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e13c45edbf183ed0fbbef11d33e055fbc4ff9beb7e5d752db813157ebf1d4fe",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-02-01T05:03:05Z",
    "title_canon_sha256": "d5f343ca448dc347a2cd0e7d2b85540879563eb4c479a03a896b8d6bc98845ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00340",
    "kind": "arxiv",
    "version": 2
  }
}