Pith Number

pith:IRWIHL6W

pith:2024:IRWIHL6WUXIUU3Y5Q4VENFDCGY

not attested not anchored not stored refs pending

An Exploration of Length Generalization in Transformer-Based Speech Enhancement

Eliathamby Ambikairajah, Haizhou Li, Hongxu Zhu, Qiquan Zhang, Xinyuan Qian

arxiv:2406.11401 v1 · 2024-06-17 · 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{IRWIHL6WUXIUU3Y5Q4VENFDCGY}

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	2026-07-05T08:32:52.885695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

446c83afd6a5d14a6f1d872a46946236116cf51b621a42186ad0370b1bdf0c75

Aliases

arxiv: 2406.11401 · arxiv_version: 2406.11401v1 · doi: 10.48550/arxiv.2406.11401 · pith_short_12: IRWIHL6WUXIU · pith_short_16: IRWIHL6WUXIUU3Y5 · pith_short_8: IRWIHL6W

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/IRWIHL6WUXIUU3Y5Q4VENFDCGY \
  | 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: 446c83afd6a5d14a6f1d872a46946236116cf51b621a42186ad0370b1bdf0c75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb105c0c4e1b8b75d7c14518b70e6ec5b1146573f82e6c61fe70d0f0e25bae6d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-06-17T10:44:29Z",
    "title_canon_sha256": "75961850b6e02f653883bc1cdbd74b06a9424095677f9e220fb067ae3797ae56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11401",
    "kind": "arxiv",
    "version": 1
  }
}