Pith Number

pith:4LKC2PVA

pith:2025:4LKC2PVAN65NT7FXMRY3OZT5IP

not attested not anchored not stored refs pending

Dual Information Speech Language Models for Emotional Conversations

Chenyang Liu, Chun Wang, Weihong Deng, Wenze Xu

arxiv:2508.08095 v1 · 2025-08-11 · 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{4LKC2PVAN65NT7FXMRY3OZT5IP}

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	2026-07-05T11:52:08.188044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2d42d3ea06fbad9fcb76471b7667d43df4c39bf680056038d2e1e1a95a19d3e

Aliases

arxiv: 2508.08095 · arxiv_version: 2508.08095v1 · doi: 10.48550/arxiv.2508.08095 · pith_short_12: 4LKC2PVAN65N · pith_short_16: 4LKC2PVAN65NT7FX · pith_short_8: 4LKC2PVA

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/4LKC2PVAN65NT7FXMRY3OZT5IP \
  | 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: e2d42d3ea06fbad9fcb76471b7667d43df4c39bf680056038d2e1e1a95a19d3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c12af5d0d4e7ae204b3ad73386ad5be40937ba3a52b0a149e24dfce473673af6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-11T15:33:44Z",
    "title_canon_sha256": "3321e6a371f6ed4a36a54e8500cfc5195c5e96dbc812238a3abfd9af9b6ffa11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08095",
    "kind": "arxiv",
    "version": 1
  }
}