Pith Number

pith:KJ3PBVED

pith:2025:KJ3PBVED7RXPZZIVD2V7HMROZ6

not attested not anchored not stored refs pending

An approach to measuring the performance of Automatic Speech Recognition (ASR) models in the context of Large Language Model (LLM) powered applications

Nihar Desai, Prasanta Kumar Ghosh, Sahapthan K, Sujith Pulikodan, Visruth Sanka

arxiv:2507.16456 v1 · 2025-07-22 · eess.AS · cs.SD

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\usepackage{pith}
\pithnumber{KJ3PBVED7RXPZZIVD2V7HMROZ6}

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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

2 papers in Pith

From Text Metrics to Model Internals: A Study of Whisper ASR Hallucination Detection

Towards Human-Like Interactive Speech Recognition With Agentic Correction and Semantic Evaluation

Receipt and verification

First computed	2026-07-05T11:41:09.774096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5276f0d483fc6efce5151eabf3b22ecfa88e2ac22532d0f0ee8cc60dde2b4cc1

Aliases

arxiv: 2507.16456 · arxiv_version: 2507.16456v1 · doi: 10.48550/arxiv.2507.16456 · pith_short_12: KJ3PBVED7RXP · pith_short_16: KJ3PBVED7RXPZZIV · pith_short_8: KJ3PBVED

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/KJ3PBVED7RXPZZIVD2V7HMROZ6 \
  | 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: 5276f0d483fc6efce5151eabf3b22ecfa88e2ac22532d0f0ee8cc60dde2b4cc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af1ada705366689de36a2db94634c93e8deb8f8d0020c341c84bd06bf795e0b0",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-07-22T10:59:21Z",
    "title_canon_sha256": "66c106aeb9e54a83ff5713257f7d7dd8e3405d17af3b98b1b1250a22623f3bc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16456",
    "kind": "arxiv",
    "version": 1
  }
}