Pith Number

pith:6HC2GQMB

pith:2023:6HC2GQMB76VQKFTL5MUSENFUUX

not attested not anchored not stored refs pending

Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks

Anna Y. Sun, Hirofumi Inaguma, Juan Pino, Ning Dong, Paden D. Tomasello, Xinyue Chen, Xutai Ma, Yun Tang

arxiv:2305.03101 v1 · 2023-05-04 · cs.CL · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{6HC2GQMB76VQKFTL5MUSENFUUX}

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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

TRADE: Transducer-Augmented Decoder for Speech LLM

Receipt and verification

First computed	2026-07-05T06:07:11.100728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1c5a34181ffab05166beb292234b4a5e844b97fb57f029b1e17f115cdfd2298

Aliases

arxiv: 2305.03101 · arxiv_version: 2305.03101v1 · doi: 10.48550/arxiv.2305.03101 · pith_short_12: 6HC2GQMB76VQ · pith_short_16: 6HC2GQMB76VQKFTL · pith_short_8: 6HC2GQMB

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/6HC2GQMB76VQKFTL5MUSENFUUX \
  | 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: f1c5a34181ffab05166beb292234b4a5e844b97fb57f029b1e17f115cdfd2298

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2781f0972eef1dc2f88eb9557e083a4a0bc278115bf633c3bb52a312c4fdba5",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-04T18:34:50Z",
    "title_canon_sha256": "d6e9153ebc52c555bcec90db8d5884f57ae48ec48a6b40b9302ec3f315416c18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.03101",
    "kind": "arxiv",
    "version": 1
  }
}