Pith Number

pith:EY5NPSX2

pith:2024:EY5NPSX2VUX4MXCB6U6SJMKT6X

not attested not anchored not stored refs pending

Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models

Chang Lei, Chao Zhang, Diyang Qu, Ji Wu, Runsen Chen, Wen Wu, Yinan Duan, Ziyun Cui

arxiv:2406.03882 v2 · 2024-06-06 · cs.CL · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{EY5NPSX2VUX4MXCB6U6SJMKT6X}

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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

1 paper in Pith

Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection

Receipt and verification

First computed	2026-07-05T09:10:47.897268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

263ad7cafaad2fc65c41f53d24b153f5f6fdd4259e4bda2ab06a823ec189b9d5

Aliases

arxiv: 2406.03882 · arxiv_version: 2406.03882v2 · doi: 10.48550/arxiv.2406.03882 · pith_short_12: EY5NPSX2VUX4 · pith_short_16: EY5NPSX2VUX4MXCB · pith_short_8: EY5NPSX2

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/EY5NPSX2VUX4MXCB6U6SJMKT6X \
  | 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: 263ad7cafaad2fc65c41f53d24b153f5f6fdd4259e4bda2ab06a823ec189b9d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da8ce69c670d4515382403fe7a52785f9b417d606922416a63d815bd9d809420",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-06T09:21:13Z",
    "title_canon_sha256": "8d39fe94ad497a71b1c927095566542325a8bcef755b7f4bc7631129a8be3a73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03882",
    "kind": "arxiv",
    "version": 2
  }
}