Pith Number

pith:EYNZNQ4S

pith:2024:EYNZNQ4SBIRYZXOQISVXKBGI6X

not attested not anchored not stored refs pending

Advancing Continual Learning for Robust Deepfake Audio Classification

Feiyi Dong, Qingchen Tang, Yichen Bai, Zihan Wang

arxiv:2407.10108 v1 · 2024-07-14 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EYNZNQ4SBIRYZXOQISVXKBGI6X}

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	2026-07-05T08:43:39.156332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

261b96c3920a238cddd044ab7504c8f5e31fad35ddf2467064a4c03b2415e4c4

Aliases

arxiv: 2407.10108 · arxiv_version: 2407.10108v1 · doi: 10.48550/arxiv.2407.10108 · pith_short_12: EYNZNQ4SBIRY · pith_short_16: EYNZNQ4SBIRYZXOQ · pith_short_8: EYNZNQ4S

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/EYNZNQ4SBIRYZXOQISVXKBGI6X \
  | 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: 261b96c3920a238cddd044ab7504c8f5e31fad35ddf2467064a4c03b2415e4c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1666df0955e79bbf9f02f71ff34d79d8bf06c557055727043a5e058d8a1536b6",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-07-14T07:32:24Z",
    "title_canon_sha256": "f1444a54d062f508822024167aae534c2dc3e8ff30b93efc4ecde306bd5cfb76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10108",
    "kind": "arxiv",
    "version": 1
  }
}