Pith Number

pith:SKGL2GPR

pith:2024:SKGL2GPRBTSSV2LHR37HXSFBAJ

not attested not anchored not stored refs pending

The T05 System for The VoiceMOS Challenge 2024: Transfer Learning from Deep Image Classifier to Naturalness MOS Prediction of High-Quality Synthetic Speech

Hiroshi Saruwatari, Kaito Baba, Wataru Nakata, Yuki Saito

arxiv:2409.09305 v1 · 2024-09-14 · cs.SD · cs.AI · cs.LG · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SKGL2GPRBTSSV2LHR37HXSFBAJ}

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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

3 papers in Pith

Reliable Neural-Codec Text-to-Speech by ASR Self-Verification and Distillation: Near-Zero Catastrophic Failures Across Models and Codecs

Task-Vector Arithmetic for Emotional Expressivity Control in Language-Model-Based Text-to-Speech

JAVEDIT: Joint Audio-Visual Instruction-Guided Video Editing with Agentic Data Curation

Receipt and verification

First computed	2026-07-05T09:07:07.899542Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

928cbd19f10ce52ae9678efe7bc8a1024e36dd5ff8d1ac55f3b0aa109e561306

Aliases

arxiv: 2409.09305 · arxiv_version: 2409.09305v1 · doi: 10.48550/arxiv.2409.09305 · pith_short_12: SKGL2GPRBTSS · pith_short_16: SKGL2GPRBTSSV2LH · pith_short_8: SKGL2GPR

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/SKGL2GPRBTSSV2LHR37HXSFBAJ \
  | 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: 928cbd19f10ce52ae9678efe7bc8a1024e36dd5ff8d1ac55f3b0aa109e561306

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7271573afce5d8f05551e76dae929dda4fd9d044304ded83defa8d308c73c32f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-09-14T05:03:18Z",
    "title_canon_sha256": "fb6ed99e60a339a1f59577ccf9d3542b6a473ce93d9aaf8fa1b3ee5df252a26f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.09305",
    "kind": "arxiv",
    "version": 1
  }
}