Pith Number

pith:FGZIEXVL

pith:2024:FGZIEXVLEWVUWSFOQEYKVJ4YLR

not attested not anchored not stored refs pending

Improving Neural Biasing for Contextual Speech Recognition by Early Context Injection and Text Perturbation

Daniel Povey, Mahsa Yarmohammadi, Ruizhe Huang, Sanjeev Khudanpur

arxiv:2407.10303 v1 · 2024-07-14 · eess.AS · cs.CL

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\usepackage{pith}
\pithnumber{FGZIEXVLEWVUWSFOQEYKVJ4YLR}

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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

Exploring Cross-Utterance Speech Contexts for Conformer-Transducer Speech Recognition Systems

Receipt and verification

First computed	2026-07-05T08:43:42.296552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29b2825eab25ab4b48ae8130aaa7985c4182b33481a900d91252d6ed2541be92

Aliases

arxiv: 2407.10303 · arxiv_version: 2407.10303v1 · doi: 10.48550/arxiv.2407.10303 · pith_short_12: FGZIEXVLEWVU · pith_short_16: FGZIEXVLEWVUWSFO · pith_short_8: FGZIEXVL

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/FGZIEXVLEWVUWSFOQEYKVJ4YLR \
  | 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: 29b2825eab25ab4b48ae8130aaa7985c4182b33481a900d91252d6ed2541be92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed4c98f7b4a604451947bde5cf53555d9a0bdc3ccc24bff6fa4d12ea183145bf",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-07-14T19:32:33Z",
    "title_canon_sha256": "761263c8f57e23fd56ca721e6fe7fb2b84538d1262e5183aee81fe0c62538bee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10303",
    "kind": "arxiv",
    "version": 1
  }
}