Pith Number

pith:6DUOXCW7

pith:2023:6DUOXCW7WGMIIO65SB6VORENG2

not attested not anchored not stored refs pending

Ripple sparse self-attention for monaural speech enhancement

Haizhou Li, Hongxu Zhu, Qiquan Zhang, Qi Song, Xinyuan Qian, Zhaoheng Ni

arxiv:2305.08541 v1 · 2023-05-15 · 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{6DUOXCW7WGMIIO65SB6VORENG2}

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

Inside the Latent Flow: Causal Deciphering of Attention Dynamics in Audio Separation Foundation Models

Receipt and verification

First computed	2026-07-05T06:10:03.098868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0e8eb8adfb198843bdd907d57448d369a5743dd570e951be3f50aecb70791b2

Aliases

arxiv: 2305.08541 · arxiv_version: 2305.08541v1 · doi: 10.48550/arxiv.2305.08541 · pith_short_12: 6DUOXCW7WGMI · pith_short_16: 6DUOXCW7WGMIIO65 · pith_short_8: 6DUOXCW7

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/6DUOXCW7WGMIIO65SB6VORENG2 \
  | 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: f0e8eb8adfb198843bdd907d57448d369a5743dd570e951be3f50aecb70791b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ba0d826a1621c5fa3988c74c9b8ce06862747294c5ad8408766a8259e4d56d0",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-05-15T11:12:20Z",
    "title_canon_sha256": "418202a7b3a3700cb9508bfba25bd8a4e4ef57df623937c856e368c718a5002d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.08541",
    "kind": "arxiv",
    "version": 1
  }
}