Pith Number

pith:GVV5VQ4V

pith:2025:GVV5VQ4VXXFEJEDHUR644VNWMO

not attested not anchored not stored refs pending

MARS6: A Small and Robust Hierarchical-Codec Text-to-Speech Model

Akshat Prakash, Arnav Mehta, Elliott Dyson, Herman Kamper, Matthew Baas, Pieter Scholtz

arxiv:2501.05787 v1 · 2025-01-10 · eess.AS · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GVV5VQ4VXXFEJEDHUR644VNWMO}

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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

Speech Token Prediction via Compressed-to-fine Language Modeling for Speech Generation

Receipt and verification

First computed	2026-07-05T09:59:28.696484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

356bdac395bdca449067a47dce55b663a97f3ce11c83780ffb6cb4b9aa6461a9

Aliases

arxiv: 2501.05787 · arxiv_version: 2501.05787v1 · doi: 10.48550/arxiv.2501.05787 · pith_short_12: GVV5VQ4VXXFE · pith_short_16: GVV5VQ4VXXFEJEDH · pith_short_8: GVV5VQ4V

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/GVV5VQ4VXXFEJEDHUR644VNWMO \
  | 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: 356bdac395bdca449067a47dce55b663a97f3ce11c83780ffb6cb4b9aa6461a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "680df17ce50393bd8da84a85f5f0aae770c8d14a4bb5a226a0c2f75c7c8bc3bb",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-01-10T08:41:42Z",
    "title_canon_sha256": "e8914e5fa2e113da7725dd916d29d3ff1e7e84ba99d0c38966159d739f59d043"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05787",
    "kind": "arxiv",
    "version": 1
  }
}