Pith Number

pith:X4YKOF3M

pith:2026:X4YKOF3MFEN43AL2D2WZWOLNUT

not attested not anchored not stored refs pending

MagpieTTS-LF: Inference-Time Long-Form Speech Generation Without Training on Long-Form data

Jason Li, Paarth Neekhara, Roy Fejgin, Ryan Langman, Shehzeen Hussain, Subhankar Ghosh, Xuesong Yang

arxiv:2606.18485 v1 · 2026-06-16 · cs.SD · cs.AI · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X4YKOF3MFEN43AL2D2WZWOLNUT}

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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

MagpieTTS-LF: Inference-Time Long-Form Speech Generation Without Training on Long-Form data

Receipt and verification

First computed	2026-06-19T16:12:22.146612Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf30a7176c291bcd817a1ead9b396da4d22c7901b2bdea9ef48c51a3975b8714

Aliases

arxiv: 2606.18485 · arxiv_version: 2606.18485v1 · doi: 10.48550/arxiv.2606.18485 · pith_short_12: X4YKOF3MFEN4 · pith_short_16: X4YKOF3MFEN43AL2 · pith_short_8: X4YKOF3M

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/X4YKOF3MFEN43AL2D2WZWOLNUT \
  | 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: bf30a7176c291bcd817a1ead9b396da4d22c7901b2bdea9ef48c51a3975b8714

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "080a361fefef4cb17973528734d9a117e70a6bd73ed5cd54c7fed83a3947585c",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-16T20:58:26Z",
    "title_canon_sha256": "395b6e6a5fb7505fea6d82fde7b188f95b69af5edcbaf531f033b479e03bf2f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18485",
    "kind": "arxiv",
    "version": 1
  }
}