Pith Number

pith:HOVY3XCF

pith:2024:HOVY3XCFBIS5BXQTKQOK2TYVTE

not attested not anchored not stored refs pending

Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation

Amogh Gulati, Anirudh Gupta, Anirudh Mukherjee, Ankur Bhatia, Ashwin Sankar, Mitesh M. Khapra, Praveen Srinivasa Varadhan, Saloni Jaju, Shiva Kumar Marepally, Srija Anand, Suvrat Bhooshan

arxiv:2411.12719 v3 · 2024-11-19 · cs.CL · cs.LG · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HOVY3XCFBIS5BXQTKQOK2TYVTE}

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	2026-07-05T11:10:02.524446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bab8ddc450a25d0de13541cad4f15992dc3a5b564cdf0fde852fd23f294b041

Aliases

arxiv: 2411.12719 · arxiv_version: 2411.12719v3 · doi: 10.48550/arxiv.2411.12719 · pith_short_12: HOVY3XCFBIS5 · pith_short_16: HOVY3XCFBIS5BXQT · pith_short_8: HOVY3XCF

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/HOVY3XCFBIS5BXQTKQOK2TYVTE \
  | 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: 3bab8ddc450a25d0de13541cad4f15992dc3a5b564cdf0fde852fd23f294b041

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00c80d2402c667adbf47c9d7509405692775f784d65458f69cc5b7773a9bc278",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-19T18:37:45Z",
    "title_canon_sha256": "9ab99efd7f6d4fea73153ed2f7c1439b7db0a06322c4671870364d722bea1f94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12719",
    "kind": "arxiv",
    "version": 3
  }
}