Pith Number

pith:HNSHKTK4

pith:2026:HNSHKTK42C7PZCOSDEY6YNCVAA

not attested not anchored not stored refs pending

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

Eng Siong Chng, Haoyang Li, Hardik B. Sailor, Hexin Liu, Jeremy H. M. Wong, Leibny Paola Garcia-Perera, Shreyas Gopal, Yizhou Peng, Yue Heng Yeo

arxiv:2606.19381 v1 · 2026-06-14 · cs.SD · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HNSHKTK42C7PZCOSDEY6YNCVAA}

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	2026-06-19T16:12:23.692905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b64754d5cd0befc89d21931ec3455003cbd915567ef9c71c62e4c771999089b

Aliases

arxiv: 2606.19381 · arxiv_version: 2606.19381v1 · doi: 10.48550/arxiv.2606.19381 · pith_short_12: HNSHKTK42C7P · pith_short_16: HNSHKTK42C7PZCOS · pith_short_8: HNSHKTK4

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/HNSHKTK42C7PZCOSDEY6YNCVAA \
  | 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: 3b64754d5cd0befc89d21931ec3455003cbd915567ef9c71c62e4c771999089b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06ea4673ae84e058144968b2128c41c29c26e4fa31b2f9315331bcb5a5e1e21f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-14T07:56:36Z",
    "title_canon_sha256": "9ed22c5867fd06a6e98b47ce158a992fbe2abd60d587e598a2b3f48af6a7b513"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19381",
    "kind": "arxiv",
    "version": 1
  }
}