Pith Number

pith:I56ZM6ZH

pith:2016:I56ZM6ZHKM2XP2YUJDDDHVCKMS

not attested not anchored not stored refs pending

Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition

Hagen Soltau, Hank Liao, Hasim Sak

arxiv:1610.09975 v1 · 2016-10-31 · cs.CL · cs.LG · cs.NE

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\usepackage{pith}
\pithnumber{I56ZM6ZHKM2XP2YUJDDDHVCKMS}

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Record completeness

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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

Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models

LipReading with 3D-2D-CNN BLSTM-HMM and word-CTC models

Receipt and verification

First computed	2026-05-18T01:00:46.817915Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

477d967b27533577eb1448c633d44a6484cad9efe8750241696afeee474b15b5

Aliases

arxiv: 1610.09975 · arxiv_version: 1610.09975v1 · doi: 10.48550/arxiv.1610.09975 · pith_short_12: I56ZM6ZHKM2X · pith_short_16: I56ZM6ZHKM2XP2YU · pith_short_8: I56ZM6ZH

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/I56ZM6ZHKM2XP2YUJDDDHVCKMS \
  | 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: 477d967b27533577eb1448c633d44a6484cad9efe8750241696afeee474b15b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff02ff58a6987a4bf5b4b85566108a21c6bc174572527a0a27c8973d6196001d",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2016-10-31T15:36:42Z",
    "title_canon_sha256": "5eb0a31a5279485a898387c9cca6caa38ac686f8301b9c8bb25492e55275bade"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.09975",
    "kind": "arxiv",
    "version": 1
  }
}