Pith Number

pith:IICVHHVN

pith:2024:IICVHHVNWCNGPGD54AFAKN7XCD

not attested not anchored not stored refs pending

Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment

Gary Geunbae Lee, Heejin Do, Wonjun Lee

arxiv:2406.15723 v1 · 2024-06-22 · 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{IICVHHVNWCNGPGD54AFAKN7XCD}

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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

Evaluating Logit-Based GOP Scores for Mispronunciation Detection

Receipt and verification

First computed	2026-07-05T08:35:49.041378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4205539eadb09a67987de00a0537f710d72ae341639d893c839f680d5fa189ec

Aliases

arxiv: 2406.15723 · arxiv_version: 2406.15723v1 · doi: 10.48550/arxiv.2406.15723 · pith_short_12: IICVHHVNWCNG · pith_short_16: IICVHHVNWCNGPGD5 · pith_short_8: IICVHHVN

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/IICVHHVNWCNGPGD54AFAKN7XCD \
  | 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: 4205539eadb09a67987de00a0537f710d72ae341639d893c839f680d5fa189ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cf123ec06b2ab460ac282edd613aa83d56ede63008eba99dab9d707ebfeba9b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-22T03:56:29Z",
    "title_canon_sha256": "669c690ac5637dc03a4907e5e22e5b837bbc6c99454bfedfb958e353bca28c97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15723",
    "kind": "arxiv",
    "version": 1
  }
}