Pith Number

pith:N2E3JMTP

pith:2024:N2E3JMTP54YMFWLWU2JUHF5DY2

not attested not anchored not stored refs pending

Beyond Silent Letters: Amplifying LLMs in Emotion Recognition with Vocal Nuances

Julia Hirschberg, Kaan Donbekci, Lin Ai, Pengyuan Shi, Zehui Wu, Ziwei Gong

arxiv:2407.21315 v4 · 2024-07-31 · cs.CL · 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{N2E3JMTP54YMFWLWU2JUHF5DY2}

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.

Cited by

2 papers in Pith

SocialLM: Social Signal Processing of Patient-Provider Communication using LLMs and Contextual Aggregation

Exploring a Gamified Personality Assessment Method through Interaction with LLM Agents Embodying Different Personalities

Receipt and verification

First computed	2026-07-05T09:53:03.256479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e89b4b26fef30c2d976a6934397a3c6b56a0e5f4648a7f1c03ef462deafa315

Aliases

arxiv: 2407.21315 · arxiv_version: 2407.21315v4 · doi: 10.48550/arxiv.2407.21315 · pith_short_12: N2E3JMTP54YM · pith_short_16: N2E3JMTP54YMFWLW · pith_short_8: N2E3JMTP

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/N2E3JMTP54YMFWLWU2JUHF5DY2 \
  | 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: 6e89b4b26fef30c2d976a6934397a3c6b56a0e5f4648a7f1c03ef462deafa315

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e43577528722117d81c7db337d57277c7f8a00096784139c081b2e485aab14c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-31T03:53:14Z",
    "title_canon_sha256": "70fa42725e6cad76d39a7060e3fcc82c29bb9bfca3e44114c75c178a8ff8a9d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.21315",
    "kind": "arxiv",
    "version": 4
  }
}