Pith Number

pith:7D7UW4X6

pith:2025:7D7UW4X6ZTSLPXFDVPFMUDNMG3

not attested not anchored not stored refs pending

A Framework for Robust Speaker Verification in Highly Noisy Environments Leveraging Both Noisy and Enhanced Audio

Adam Katav, Israel Cohen, Yair Moshe

arxiv:2508.18913 v1 · 2025-08-26 · 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{7D7UW4X6ZTSLPXFDVPFMUDNMG3}

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

A Framework for Robust Speaker Verification in Highly Noisy Environments Leveraging Both Noisy and Enhanced Audio

Receipt and verification

First computed	2026-07-05T11:59:33.612870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8ff4b72fecce4b7dca3abcaca0dac36f923e84fd13523421e4f4cc8cebeb467

Aliases

arxiv: 2508.18913 · arxiv_version: 2508.18913v1 · doi: 10.48550/arxiv.2508.18913 · pith_short_12: 7D7UW4X6ZTSL · pith_short_16: 7D7UW4X6ZTSLPXFD · pith_short_8: 7D7UW4X6

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/7D7UW4X6ZTSLPXFDVPFMUDNMG3 \
  | 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: f8ff4b72fecce4b7dca3abcaca0dac36f923e84fd13523421e4f4cc8cebeb467

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a48d6caff93a0fa5ce208bae3be6b177a045fd322038fa3c3e4ef318be126c84",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-08-26T10:37:24Z",
    "title_canon_sha256": "9fcc7d47631bc25e6ce70f13cc582e596a0c626c03fac1f30e6f20ed0955968f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18913",
    "kind": "arxiv",
    "version": 1
  }
}