Pith Number

pith:PY2VMWUX

pith:2025:PY2VMWUX6PKCJQONF6DZH4Q5YQ

not attested not anchored not stored refs pending

Code-Switching in End-to-End Automatic Speech Recognition: A Systematic Literature Review

Atharva Kulkarni, Hanan Aldarmaki, Karima Kadaoui, Maha Tufail Agro, Zeerak Talat

arxiv:2507.07741 v1 · 2025-07-10 · cs.CL · cs.SD · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PY2VMWUX6PKCJQONF6DZH4Q5YQ}

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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

3 papers in Pith

Vaani Benchmark V1.0: An Inclusive Multimodal Benchmark Dataset for Hindi

When Multiple Scripts Matter: Evaluating ASR in Clinical Settings

Towards Human-Like Interactive Speech Recognition With Agentic Correction and Semantic Evaluation

Receipt and verification

First computed	2026-07-05T11:35:04.352904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e35565a97f3d424c1cd2f8793f21dc430c6b9ff305906752d6ec97845afe63e

Aliases

arxiv: 2507.07741 · arxiv_version: 2507.07741v1 · doi: 10.48550/arxiv.2507.07741 · pith_short_12: PY2VMWUX6PKC · pith_short_16: PY2VMWUX6PKCJQON · pith_short_8: PY2VMWUX

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/PY2VMWUX6PKCJQONF6DZH4Q5YQ \
  | 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: 7e35565a97f3d424c1cd2f8793f21dc430c6b9ff305906752d6ec97845afe63e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8270be0290086a59f9164b080f3c1ee80b4eeeb27540e83fe0cebdb09dbd914c",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-10T13:21:12Z",
    "title_canon_sha256": "6af5821222e8978ab8e8a69fdd05e9d803e77ee463f09bad832893b1a775f64d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07741",
    "kind": "arxiv",
    "version": 1
  }
}