Pith Number

pith:M3GKZ7SA

pith:2026:M3GKZ7SAUBQ2EXUNMZWXRFGF37

not attested not anchored not stored refs pending

HybridSB-MoE: Dual-Domain Schr\"odinger Bridges with Scene-Adaptive Expert Routing for Speech Enhancement

Aswini Sivakumar, Jie Hu, Yao Qiang, Zhengyi Lu

arxiv:2608.12715 v1 · 2026-08-13 · cs.SD · 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{M3GKZ7SAUBQ2EXUNMZWXRFGF37}

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	2026-08-14T00:47:04.528166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66ccacfe40a061a25e8d666d7894c5dfd555bedbf078f836dc517a5ad6daf58f

Aliases

arxiv: 2608.12715 · arxiv_version: 2608.12715v1 · doi: 10.48550/arxiv.2608.12715 · pith_short_12: M3GKZ7SAUBQ2 · pith_short_16: M3GKZ7SAUBQ2EXUN · pith_short_8: M3GKZ7SA

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/M3GKZ7SAUBQ2EXUNMZWXRFGF37 \
  | 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: 66ccacfe40a061a25e8d666d7894c5dfd555bedbf078f836dc517a5ad6daf58f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc5dee647e283bfb2239d26370e333571dc06599fe8a884dc39c4eb42a8ab9bb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-08-13T02:00:52Z",
    "title_canon_sha256": "cdd277efc41a632814d0d77048193820268e668ecd9ca0e09f78bf36fa964ff0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12715",
    "kind": "arxiv",
    "version": 1
  }
}