Pith. sign in
Pith Number

pith:ZADTV5NL

pith:2021:ZADTV5NLB2YA5WWI66PEJFMFXS
not attested not anchored not stored refs pending

Minimum word error training for non-autoregressive Transformer-based code-switching ASR

Eng Siong Chng, Haihua Xu, Hao Huang, Jicheng Zhang, Yizhou Peng

arxiv:2110.03573 v1 · 2021-10-07 · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZADTV5NLB2YA5WWI66PEJFMFXS}

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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.
Receipt and verification
First computed 2026-07-05T03:20:43.962335Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c8073af5ab0eb00edac8f79e449585bca63d5ecda4c69b3b7c8e3a93fb45be00

Aliases

arxiv: 2110.03573 · arxiv_version: 2110.03573v1 · doi: 10.48550/arxiv.2110.03573 · pith_short_12: ZADTV5NLB2YA · pith_short_16: ZADTV5NLB2YA5WWI · pith_short_8: ZADTV5NL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZADTV5NLB2YA5WWI66PEJFMFXS \
  | 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: c8073af5ab0eb00edac8f79e449585bca63d5ecda4c69b3b7c8e3a93fb45be00
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fb46585ac4b336970b262c5c7d1cb102abc9e47ff0f03fa92b5f67561fb95374",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-10-07T15:53:08Z",
    "title_canon_sha256": "c2c4594f624cc98d921b9c04671c860d18a0128034329dc13b1678827fe1cdcf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.03573",
    "kind": "arxiv",
    "version": 1
  }
}