Pith Number

pith:ZKI3M4LT

pith:2017:ZKI3M4LTUPHXKMXMB64BML63MQ

not attested not anchored not stored refs pending

Lattice Rescoring Strategies for Long Short Term Memory Language Models in Speech Recognition

Ananda Theertha Suresh, Daniel Holtmann-Rice, Felix Yu, Hank Liao, Michael Nirschl, Shankar Kumar

arxiv:1711.05448 v1 · 2017-11-15 · stat.ML · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{ZKI3M4LTUPHXKMXMB64BML63MQ}

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Record completeness

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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

Non-Intrusive Automatic Speech Recognition Refinement: A Survey

Receipt and verification

First computed	2026-05-18T00:30:29.779034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca91b67173a3cf7532ec0fb8162fdb643a17c8975ec9529c0e8b46ae4db64505

Aliases

arxiv: 1711.05448 · arxiv_version: 1711.05448v1 · doi: 10.48550/arxiv.1711.05448 · pith_short_12: ZKI3M4LTUPHX · pith_short_16: ZKI3M4LTUPHXKMXM · pith_short_8: ZKI3M4LT

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/ZKI3M4LTUPHXKMXMB64BML63MQ \
  | 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: ca91b67173a3cf7532ec0fb8162fdb643a17c8975ec9529c0e8b46ae4db64505

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab5cfda41b71dfcc3413a264a822f138f414131b54380e683d9251e38bd40006",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-11-15T08:30:56Z",
    "title_canon_sha256": "fbc6d3daad6b6acd9d5fc1c04ba0c16e64d069107bfde63c8cce8a7cc5d4a3d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.05448",
    "kind": "arxiv",
    "version": 1
  }
}