Pith Number

pith:AQFCRS3L

pith:2025:AQFCRS3LN5KT5FRIWVMYKW4XHS

not attested not anchored not stored refs pending

Can we train ASR systems on Code-switch without real code-switch data? Case study for Singapore's languages

Huy-Dat Tran, Tuan Nguyen

arxiv:2506.14177 v1 · 2025-06-17 · cs.CL · cs.AI · 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{AQFCRS3LN5KT5FRIWVMYKW4XHS}

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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

2 papers in Pith

Adding Robust Code-Switching Capabilities to High Performance Multilingual ASR

Improving Code-Switching ASR with Code-Mixing Guided Synthetic Speech

Receipt and verification

First computed	2026-07-05T11:22:50.370506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

040a28cb6b6f553e9628b559855b973c993c925263e2944ad72661a34548b290

Aliases

arxiv: 2506.14177 · arxiv_version: 2506.14177v1 · doi: 10.48550/arxiv.2506.14177 · pith_short_12: AQFCRS3LN5KT · pith_short_16: AQFCRS3LN5KT5FRI · pith_short_8: AQFCRS3L

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/AQFCRS3LN5KT5FRIWVMYKW4XHS \
  | 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: 040a28cb6b6f553e9628b559855b973c993c925263e2944ad72661a34548b290

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f55f5601709c66602b64304a873855a9c00a2ceba2de28f42348960a8a1cd058",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-17T04:37:16Z",
    "title_canon_sha256": "f8f48c7f5335078cd14557a13d608b98fa616755c484ae5899e43ce78630fb84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14177",
    "kind": "arxiv",
    "version": 1
  }
}