Pith Number

pith:5G6US73P

pith:2026:5G6US73PVV5DOUC5UDVNUNPFHO

not attested not anchored not stored refs pending

What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection

Aishwarya R. Fursule, Anderson R. Avila, Shruti Kshirsagar, Vamshi Nallaguntla

arxiv:2607.09891 v1 · 2026-07-10 · cs.SD · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5G6US73PVV5DOUC5UDVNUNPFHO}

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	2026-07-14T00:18:41.758461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9bd497f6fad7a37505da0eada35e53ba67d3380085a8d1b5892125c72e69701

Aliases

arxiv: 2607.09891 · arxiv_version: 2607.09891v1 · doi: 10.48550/arxiv.2607.09891 · pith_short_12: 5G6US73PVV5D · pith_short_16: 5G6US73PVV5DOUC5 · pith_short_8: 5G6US73P

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/5G6US73PVV5DOUC5UDVNUNPFHO \
  | 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: e9bd497f6fad7a37505da0eada35e53ba67d3380085a8d1b5892125c72e69701

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d3b4d1c5131f3184cd50367b9be5775a60dc04bc398288af855fc0f5b7bc015",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-07-10T18:29:24Z",
    "title_canon_sha256": "39121737c91f7dfe05db7e25755924a2258a086aacbfe68e9d929cbe3a8e9407"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.09891",
    "kind": "arxiv",
    "version": 1
  }
}