Pith Number

pith:T3QDSTFQ

pith:2025:T3QDSTFQBFDR3A2TYK2W43ZWD5

not attested not anchored not stored refs pending

TS-URGENet: A Three-stage Universal Robust and Generalizable Speech Enhancement Network

Dahan Wang, Jing Lu, Qinwen Hu, Xiaobin Rong, Yushi Wang, Yuxiang Hu

arxiv:2505.18533 v1 · 2025-05-24 · eess.AS · 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{T3QDSTFQBFDR3A2TYK2W43ZWD5}

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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

Rethinking Training Targets, Architectures and Data Quality for Universal Speech Enhancement

Receipt and verification

First computed	2026-07-05T11:08:47.884572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ee0394cb009471d8353c2b56e6f361f7e1b35032882ada157be88e43f218ff6

Aliases

arxiv: 2505.18533 · arxiv_version: 2505.18533v1 · doi: 10.48550/arxiv.2505.18533 · pith_short_12: T3QDSTFQBFDR · pith_short_16: T3QDSTFQBFDR3A2T · pith_short_8: T3QDSTFQ

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/T3QDSTFQBFDR3A2TYK2W43ZWD5 \
  | 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: 9ee0394cb009471d8353c2b56e6f361f7e1b35032882ada157be88e43f218ff6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e784b778819d7621e73d3d11f5e3c8feaa9c9d7eb81d66004dac4bd03aa25f9b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-05-24T05:53:05Z",
    "title_canon_sha256": "0f972ec0d6177c9d7ec535873b766955d5d19528d83ffa364b7244f6c83af19a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18533",
    "kind": "arxiv",
    "version": 1
  }
}