Pith Number

pith:6XZC52XN

pith:2025:6XZC52XNEVQ3YLPODX7TCINPSR

not attested not anchored not stored refs pending

Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models

Ai Ti Aw, Hardik B. Sailor, Jeremy H. M. Wong, Muhammad Huzaifah, Nancy Chen, Qiongqiong Wang, Shuo Sun, Tianchi Liu, Wenyu Zhang

arxiv:2508.07273 v1 · 2025-08-10 · cs.CL · cs.AI · 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{6XZC52XNEVQ3YLPODX7TCINPSR}

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	2026-07-05T11:51:43.638498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5f22eeaed2561bc2dee1dff3121af9463323b54d8c9353d5061b28d6be53391

Aliases

arxiv: 2508.07273 · arxiv_version: 2508.07273v1 · doi: 10.48550/arxiv.2508.07273 · pith_short_12: 6XZC52XNEVQ3 · pith_short_16: 6XZC52XNEVQ3YLPO · pith_short_8: 6XZC52XN

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/6XZC52XNEVQ3YLPODX7TCINPSR \
  | 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: f5f22eeaed2561bc2dee1dff3121af9463323b54d8c9353d5061b28d6be53391

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "472f3bfde68fe558a0aab060380e0fa1baf310ea14a0c6127e62259200b9c489",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-10T10:03:30Z",
    "title_canon_sha256": "3c04e525a02a705c8dfd43f0edd25358299d7bea40319eefd64cf331c7b59842"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07273",
    "kind": "arxiv",
    "version": 1
  }
}