Pith Number

pith:IYJAP2YF

pith:2023:IYJAP2YFUVZC4TJFRRLDH7EXSO

not attested not anchored not stored refs pending

The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections through Federated Learning

Dhruv Guliani, Giovanni Motta, Harry Zhang, Lillian Zhou, Mingqing Chen, Rajiv Mathews, Rohit Prabhavalkar, Yuxin Ding

arxiv:2310.00141 v2 · 2023-09-29 · 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{IYJAP2YFUVZC4TJFRRLDH7EXSO}

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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

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

Receipt and verification

First computed	2026-07-05T07:19:01.374215Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

461207eb05a5722e4d258c5633fc979397fa7876cc101d6a27194b2fbb2b4d52

Aliases

arxiv: 2310.00141 · arxiv_version: 2310.00141v2 · doi: 10.48550/arxiv.2310.00141 · pith_short_12: IYJAP2YFUVZC · pith_short_16: IYJAP2YFUVZC4TJF · pith_short_8: IYJAP2YF

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/IYJAP2YFUVZC4TJFRRLDH7EXSO \
  | 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: 461207eb05a5722e4d258c5633fc979397fa7876cc101d6a27194b2fbb2b4d52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4ae36ea3c50b89006a0cfc9fe7d9d91f409860bd4985012e31d15944c6337e1",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-29T21:04:10Z",
    "title_canon_sha256": "166eaf0868e699f02cdfa1629ee237bfebca51c3f997bd48b975fa9901ba0ebb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00141",
    "kind": "arxiv",
    "version": 2
  }
}