Pith Number

pith:QKBVGW73

pith:2026:QKBVGW73BHGM5ZHJTXA45DAYIT

not attested not anchored not stored refs pending

Is Natural Always Appropriate? Investigating Naturalness and Appropriateness Across Different Domains for TTS Evaluation

Andreas Triantafyllopoulos, Bjoern Schuller, Dominika Woszczyk, \'Eva Sz\'ekely, Jura Miniota

arxiv:2606.31729 v1 · 2026-06-30 · eess.AS · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QKBVGW73BHGM5ZHJTXA45DAYIT}

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.

Cited by

1 paper in Pith

Is Natural Always Appropriate? Investigating Naturalness and Appropriateness Across Different Domains for TTS Evaluation

Receipt and verification

First computed	2026-07-01T01:18:13.046942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8283535bfb09cccee4e99dc1ce8c1844de1f431f0fc17578cd8685b5ab5ac4ae

Aliases

arxiv: 2606.31729 · arxiv_version: 2606.31729v1 · doi: 10.48550/arxiv.2606.31729 · pith_short_12: QKBVGW73BHGM · pith_short_16: QKBVGW73BHGM5ZHJ · pith_short_8: QKBVGW73

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/QKBVGW73BHGM5ZHJTXA45DAYIT \
  | 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: 8283535bfb09cccee4e99dc1ce8c1844de1f431f0fc17578cd8685b5ab5ac4ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed3cb131ba7cd55029c8d38f72249b6d3f626c53ce18bd875d37779f5e2af9ea",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-06-30T14:28:41Z",
    "title_canon_sha256": "1a5ff0572ea23b10b7e20fa9b2b5471da6faaf93f299fb1c1409e1aab1e37019"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.31729",
    "kind": "arxiv",
    "version": 1
  }
}