Pith Number

pith:I3VSHXIG

pith:2021:I3VSHXIGVNU4K4KKDWYYISNLXJ

not attested not anchored not stored refs pending

4-bit Quantization of LSTM-based Speech Recognition Models

Andrea Fasoli, Brian Kingsbury, Chia-Yu Chen, George Saon, Kailash Gopalakrishnan, Mauricio Serrano, Naigang Wang, Swagath Venkataramani, Wei Zhang, Xiaodong Cui, Xiao Sun, Zolt\'an T\"uske

arxiv:2108.12074 v1 · 2021-08-27 · cs.CL · cs.LG · cs.SD · 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{I3VSHXIGVNU4K4KKDWYYISNLXJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference

Receipt and verification

First computed	2026-07-05T03:09:21.509268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46eb23dd06ab69c5714a1db18449abba51113b0a4151ac06346bb6622f32a320

Aliases

arxiv: 2108.12074 · arxiv_version: 2108.12074v1 · doi: 10.48550/arxiv.2108.12074 · pith_short_12: I3VSHXIGVNU4 · pith_short_16: I3VSHXIGVNU4K4KK · pith_short_8: I3VSHXIG

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/I3VSHXIGVNU4K4KKDWYYISNLXJ \
  | 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: 46eb23dd06ab69c5714a1db18449abba51113b0a4151ac06346bb6622f32a320

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a6edb262f128e2892d925f04d91209446c9459d0857d96e220b357aafcfd20b",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-08-27T00:59:52Z",
    "title_canon_sha256": "f2cd0096785b5246a1e56fd9ac2d8b54601bcc28f952e0a8582b4152cd5699e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.12074",
    "kind": "arxiv",
    "version": 1
  }
}