Pith Number

pith:VXWM3Q2G

pith:2021:VXWM3Q2G73MQG3IUNFEUQBDTGD

not attested not anchored not stored refs pending

Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion

Christian Fuegen, Duc Le, Gil Keren, Jay Mahadeokar, Julian Chan, Mahaveer Jain, Michael L. Seltzer, Ozlem Kalinli, Suyoun Kim, Yangyang Shi, Yatharth Saraf, Yuan Shangguan

arxiv:2104.02194 v2 · 2021-04-05 · cs.CL · cs.LG · 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{VXWM3Q2G73MQG3IUNFEUQBDTGD}

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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

Non-Intrusive Automatic Speech Recognition Refinement: A Survey

Receipt and verification

First computed	2026-07-05T02:48:36.898013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

adeccdc346fed9036d14694948047330ea6e600fb638174dd7a930dc1bf458e0

Aliases

arxiv: 2104.02194 · arxiv_version: 2104.02194v2 · doi: 10.48550/arxiv.2104.02194 · pith_short_12: VXWM3Q2G73MQ · pith_short_16: VXWM3Q2G73MQG3IU · pith_short_8: VXWM3Q2G

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/VXWM3Q2G73MQG3IUNFEUQBDTGD \
  | 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: adeccdc346fed9036d14694948047330ea6e600fb638174dd7a930dc1bf458e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d075a292ed1162e66a1530e1e99a8edaa41f35e88bb6b4208d897d084fc6e0a",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-05T23:59:43Z",
    "title_canon_sha256": "2a2305dac1b628882e2f048396f6c293712e6ee26793ea2ddd09d790ddb8b6c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.02194",
    "kind": "arxiv",
    "version": 2
  }
}