Pith. sign in
Pith Number

pith:PRRR5JVU

pith:2024:PRRR5JVUSNX63KGJYPI5YS6WE6
not attested not anchored not stored refs pending

Building a Taiwanese Mandarin Spoken Language Model: A First Attempt

Chan-Jan Hsu, Chen-An Li, Chih-Kai Yang, Chun-Yi Kuan, En-Pei Hu, Ho Lam Chung, Hsiu-Hsuan Wang, Hung-yi Lee, I-Hsiang Chiu, Ke-Han Lu, Liang-Hsuan Tseng, Po-chun Hsu, Shu-wen Yang, Tzu-Quan Lin, Ulin Sanga, Wei-Chih Chen, Wei-Ping Huang, Xuanjun Chen, Yi-Cheng Lin, Yu-Kuan Fu, Yu-Xiang Lin

arxiv:2411.07111 v2 · 2024-11-11 · cs.CL · 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{PRRR5JVUSNX63KGJYPI5YS6WE6}

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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

7 papers in Pith

CAAD: Contrastive Audio-Aware Distillation for Efficient Speech Language Models
An Exploration of Mamba for Speech Self-Supervised Models
AQUA-Bench: Beyond Finding Answers to Knowing When There Are None in Audio Question Answering
TW-Sound580K: A Regional Audio-Text Dataset with Verification-Guided Curation for Localized Audio-Language Modeling
Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models
Receipt and verification
First computed 2026-07-05T09:54:29.657090Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7c631ea6b4936feda8c9c3d1dc4bd627a2dd0949ac40588ccc250312fecd4bd1

Aliases

arxiv: 2411.07111 · arxiv_version: 2411.07111v2 · doi: 10.48550/arxiv.2411.07111 · pith_short_12: PRRR5JVUSNX6 · pith_short_16: PRRR5JVUSNX63KGJ · pith_short_8: PRRR5JVU
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/PRRR5JVUSNX63KGJYPI5YS6WE6 \
  | 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: 7c631ea6b4936feda8c9c3d1dc4bd627a2dd0949ac40588ccc250312fecd4bd1
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "e206c4fb67a255d8fc4d09d76749551f2dbb0a7d203fda0892ae329154a8f5b9",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-11T16:37:40Z",
    "title_canon_sha256": "af38529506b5234bbca648e5a7b40bd54a38f4efd4c866645229c52e9e5d3926"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07111",
    "kind": "arxiv",
    "version": 2
  }
}