Pith Number

pith:EV6TSHE7

pith:2026:EV6TSHE72G6POFZSQWMSMG7KSN

not attested not anchored not stored refs pending

G-MaP-SE: Guided Speech Enhancement via GMM-Based Prior Matching

Chuanzeng Huang, Lei Xie, Xianjun Xia, Xingchen Li, Yike Zhu, Zhuangqi Chen, Zikai Liu, Ziqian Wang

arxiv:2606.08580 v1 · 2026-06-07 · 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{EV6TSHE72G6POFZSQWMSMG7KSN}

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	2026-06-09T01:05:40.717889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

257d391c9fd1bcf717328599261bea93549d29a972e140f1675b96063438a0ae

Aliases

arxiv: 2606.08580 · arxiv_version: 2606.08580v1 · doi: 10.48550/arxiv.2606.08580 · pith_short_12: EV6TSHE72G6P · pith_short_16: EV6TSHE72G6POFZS · pith_short_8: EV6TSHE7

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/EV6TSHE72G6POFZSQWMSMG7KSN \
  | 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: 257d391c9fd1bcf717328599261bea93549d29a972e140f1675b96063438a0ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1e9bcb18f178a1f70ce6443755cea795c70aee97e72133d143176d259b06b7a",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-06-07T11:28:32Z",
    "title_canon_sha256": "c86a88d625f112318cfe8413a764ad8a0642923e4206504b26651da43ed0551a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08580",
    "kind": "arxiv",
    "version": 1
  }
}