Pith Number

pith:VQYXBENW

pith:2025:VQYXBENWNXPEZVY57V3DTVHRMF

not attested not anchored not stored refs pending

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition

Antony Perzo, Hugo Thimonier, Renaud Seguier

arxiv:2508.14130 v1 · 2025-08-19 · eess.AS · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VQYXBENWNXPEZVY57V3DTVHRMF}

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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

EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis

A Simple Method to Enhance Pre-trained Language Models with Speech Tokens for Classification

Receipt and verification

First computed	2026-07-05T11:56:26.346446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac317091b66dde4cd71dfd7639d4f1614f3c97b6321ccf58bae906f083a0d05e

Aliases

arxiv: 2508.14130 · arxiv_version: 2508.14130v1 · doi: 10.48550/arxiv.2508.14130 · pith_short_12: VQYXBENWNXPE · pith_short_16: VQYXBENWNXPEZVY5 · pith_short_8: VQYXBENW

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/VQYXBENWNXPEZVY57V3DTVHRMF \
  | 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: ac317091b66dde4cd71dfd7639d4f1614f3c97b6321ccf58bae906f083a0d05e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a6ef3e470283917765f13a28bff09d4293311666097432db456c467c2719304",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-08-19T06:58:16Z",
    "title_canon_sha256": "a84b93b9a18a5e254bc319f83cbb019ae73bcedd0be00e3626a0581042b6a47f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14130",
    "kind": "arxiv",
    "version": 1
  }
}