Pith Number

pith:MBVYLNKH

pith:2026:MBVYLNKH2TSLEDWLDFHS6D6KR2

not attested not anchored not stored refs pending

Beyond Residual Connections: Manifold-Constrained Hyper-Connections for Robust Speaker Representation Learning

Chong-Xin Gan, Kong Aik Lee, Man-Wai Mak, Xiaoyu Wang, Zezhong Jin, Zhe Li, Zilong Huang

arxiv:2608.05549 v1 · 2026-08-06 · cs.SD · cs.MM

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MBVYLNKH2TSLEDWLDFHS6D6KR2}

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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

Beyond Residual Connections: Manifold-Constrained Hyper-Connections for Robust Speaker Representation Learning

Receipt and verification

First computed	2026-08-07T00:48:49.883030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

606b85b547d4e4b20ecb194f2f0fca8e814ea6adb7955231ca9a3971d2436b5e

Aliases

arxiv: 2608.05549 · arxiv_version: 2608.05549v1 · doi: 10.48550/arxiv.2608.05549 · pith_short_12: MBVYLNKH2TSL · pith_short_16: MBVYLNKH2TSLEDWL · pith_short_8: MBVYLNKH

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/MBVYLNKH2TSLEDWLDFHS6D6KR2 \
  | 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: 606b85b547d4e4b20ecb194f2f0fca8e814ea6adb7955231ca9a3971d2436b5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03bda7fe2c44cfc15b6dcfd21b4f8f844e0e0cc55a6ad282f51fb1db94f0fba6",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-08-06T03:04:36Z",
    "title_canon_sha256": "bca34d364fca064dc5ccbf00b45d13ff6cbb3e3787113b91dc465b2a43c770c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05549",
    "kind": "arxiv",
    "version": 1
  }
}