Pith Number

pith:LBBNJN3F

pith:2025:LBBNJN3FG3LUTPBNVIBDK7FMEQ

not attested not anchored not stored refs pending

A Self-Refining Framework for Enhancing ASR Using TTS-Synthesized Data

Chan-Jan Hsu, Cheng-Kang Chou, Ho-Lam Chung, Hsi-Chun Cheng, Hung-yi Lee, Kuan Po Huang, Liang-Hsuan Tseng, Yu-Kuan Fu

arxiv:2506.11130 v2 · 2025-06-10 · cs.CL · cs.AI · 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{LBBNJN3FG3LUTPBNVIBDK7FMEQ}

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

5 papers in Pith

When Synthetic Speech Is All You Have: Better Call GRPO

BlueMagpie-TTS: A Token-Efficient Tokenizer, Language Model, and TTS for Taiwanese-Accent Code-Switching Speech

REDDIT: Correcting Model-Generated Timestamp Drift in ASR without Forgetting via Replay-Based Distribution Editing

How to Leverage Synthetic Speech for LLM-Based ASR Systems?

ASPIRin: Action Space Projection for Interactivity-Optimized Reinforcement Learning in Full-Duplex Speech Language Models

Receipt and verification

First computed	2026-07-05T11:22:19.098372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5842d4b76536d749bc2daa02357cac240bd1ad9054825edfc4b1baaddeab11b2

Aliases

arxiv: 2506.11130 · arxiv_version: 2506.11130v2 · doi: 10.48550/arxiv.2506.11130 · pith_short_12: LBBNJN3FG3LU · pith_short_16: LBBNJN3FG3LUTPBN · pith_short_8: LBBNJN3F

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/LBBNJN3FG3LUTPBNVIBDK7FMEQ \
  | 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: 5842d4b76536d749bc2daa02357cac240bd1ad9054825edfc4b1baaddeab11b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61f83d6c933f54c13a523770fb51a4f49c625a86bba6245f4b8bda3174802e30",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-10T17:30:32Z",
    "title_canon_sha256": "44e5b81ff8a573b1fb9aeb6b70597a89ba8c2ea19a227659033ad1cbb007021c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11130",
    "kind": "arxiv",
    "version": 2
  }
}