Pith Number

pith:E44CXVTQ

pith:2022:E44CXVTQAZHIBWS37S73P2NBGG

not attested not anchored not stored refs pending

End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English

Abhinav Goyal, Anupam Singh, Nikesh Garera

arxiv:2211.07710 v1 · 2022-10-26 · cs.CL · cs.HC · 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{E44CXVTQAZHIBWS37S73P2NBGG}

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.

Receipt and verification

First computed	2026-07-05T06:14:56.769017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27382bd670064e80da5bfcbfb7e9a131a1e95ac4c3d3606f940a7f6e924042fb

Aliases

arxiv: 2211.07710 · arxiv_version: 2211.07710v1 · doi: 10.48550/arxiv.2211.07710 · pith_short_12: E44CXVTQAZHI · pith_short_16: E44CXVTQAZHIBWS3 · pith_short_8: E44CXVTQ

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/E44CXVTQAZHIBWS37S73P2NBGG \
  | 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: 27382bd670064e80da5bfcbfb7e9a131a1e95ac4c3d3606f940a7f6e924042fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b7eac6ef2c86355fa71a91f01c0353a2aae5cee0ceb81b759377f8175127d0d",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-26T18:29:44Z",
    "title_canon_sha256": "0111c9fe182694734efbec5073c6f2dcb69c57135ab8bfb2861eaf45588c64b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.07710",
    "kind": "arxiv",
    "version": 1
  }
}