Pith Number

pith:TYDUPK6V

pith:2025:TYDUPK6V7JBV7WI4FEISXQ2URK

not attested not anchored not stored refs pending

Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC

Jiancheng Sun, Qingzheng Wang, Shinji Watanabe, Yifan Peng

arxiv:2505.24200 v2 · 2025-05-30 · cs.SD · cs.CL · 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{TYDUPK6V7JBV7WI4FEISXQ2URK}

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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

1 paper in Pith

Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC

Receipt and verification

First computed	2026-07-05T11:15:01.071824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e0747abd5fa435fd91c29112bc3548a8637c8392562ce3f27d1ad7e453f2aa5

Aliases

arxiv: 2505.24200 · arxiv_version: 2505.24200v2 · doi: 10.48550/arxiv.2505.24200 · pith_short_12: TYDUPK6V7JBV · pith_short_16: TYDUPK6V7JBV7WI4 · pith_short_8: TYDUPK6V

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/TYDUPK6V7JBV7WI4FEISXQ2URK \
  | 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: 9e0747abd5fa435fd91c29112bc3548a8637c8392562ce3f27d1ad7e453f2aa5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb93e1ea277d404f4dcdc93e54494fe02c5bd78342dd40b71ae7296d08bd4eb1",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-05-30T04:25:15Z",
    "title_canon_sha256": "41271bc26eac34ba8092c231b373ae73be057054c103f4923c3a74368ed63714"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24200",
    "kind": "arxiv",
    "version": 2
  }
}