Pith Number

pith:26T2G3T3

pith:2024:26T2G3T3OZRHU345WI3NSQ76MG

not attested not anchored not stored refs pending

Attentive Merging of Hidden Embeddings from Pre-trained Speech Model for Anti-spoofing Detection

Hardik B. Sailor, Qiongqiong Wang, Tianchi Liu, Zihan Pan

arxiv:2406.10283 v1 · 2024-06-12 · cs.CL · 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{26T2G3T3OZRHU345WI3NSQ76MG}

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

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Receipt and verification

First computed	2026-07-05T08:32:14.306917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7a7a36e7b76627a6f9db236d943fe619221feac9a6dac27748a71f5dae3b3ef

Aliases

arxiv: 2406.10283 · arxiv_version: 2406.10283v1 · doi: 10.48550/arxiv.2406.10283 · pith_short_12: 26T2G3T3OZRH · pith_short_16: 26T2G3T3OZRHU345 · pith_short_8: 26T2G3T3

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/26T2G3T3OZRHU345WI3NSQ76MG \
  | 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: d7a7a36e7b76627a6f9db236d943fe619221feac9a6dac27748a71f5dae3b3ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a8a550f02495e02a9b760bf25cd5a09b86986eebc06c4961c00ec57cbd1864d",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-12T08:27:44Z",
    "title_canon_sha256": "9b1d923be956314e78f54ef3b3cde17579e57c710d254008769486d496286d99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.10283",
    "kind": "arxiv",
    "version": 1
  }
}