Pith Number

pith:D7Q4XGHC

pith:2025:D7Q4XGHC54Z2I54FAGMXRNW4WN

not attested not anchored not stored refs pending

WCTC-Biasing: Retraining-free Contextual Biasing ASR with Wildcard CTC-based Keyword Spotting and Inter-layer Biasing

Michael Hentschel, Yu Nakagome

arxiv:2506.01263 v1 · 2025-06-02 · cs.CL · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{D7Q4XGHC54Z2I54FAGMXRNW4WN}

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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

WCTC-Biasing: Retraining-free Contextual Biasing ASR with Wildcard CTC-based Keyword Spotting and Inter-layer Biasing

Receipt and verification

First computed	2026-07-05T11:14:10.828961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fe1cb98e2ef33a47785019978b6dcb36b82b677938b9864f2b8b73b935f979e

Aliases

arxiv: 2506.01263 · arxiv_version: 2506.01263v1 · doi: 10.48550/arxiv.2506.01263 · pith_short_12: D7Q4XGHC54Z2 · pith_short_16: D7Q4XGHC54Z2I54F · pith_short_8: D7Q4XGHC

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/D7Q4XGHC54Z2I54FAGMXRNW4WN \
  | 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: 1fe1cb98e2ef33a47785019978b6dcb36b82b677938b9864f2b8b73b935f979e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df6c1b01971569c3ba2dee6b8ca43800df549b240132abb07dc6b1b9b36db6a8",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-02T02:30:26Z",
    "title_canon_sha256": "c02e772b7c46aca17cfdead4503461046b92fff7f900be02beda4bc2a57dae66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01263",
    "kind": "arxiv",
    "version": 1
  }
}