Pith Number

pith:AFTWUCJF

pith:2024:AFTWUCJFAJT72HOYRZQWZX4GIU

not attested not anchored not stored refs pending

Robust and Explainable Depression Identification from Speech Using Vowel-Based Ensemble Learning Approaches

Kexin Feng, Theodora Chaspari

arxiv:2410.18298 v1 · 2024-10-23 · cs.LG · cs.CL · 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{AFTWUCJFAJT72HOYRZQWZX4GIU}

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	2026-07-05T09:25:20.915453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01676a09250267fd1dd88e616cdf86452c8ad3de8b25f0eca9417db0c0e40c44

Aliases

arxiv: 2410.18298 · arxiv_version: 2410.18298v1 · doi: 10.48550/arxiv.2410.18298 · pith_short_12: AFTWUCJFAJT7 · pith_short_16: AFTWUCJFAJT72HOY · pith_short_8: AFTWUCJF

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/AFTWUCJFAJT72HOYRZQWZX4GIU \
  | 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: 01676a09250267fd1dd88e616cdf86452c8ad3de8b25f0eca9417db0c0e40c44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bd6805ccb58e0d1cf49d196fc2cd4d5bae81c24ae495326494d49fe48d13b31",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-23T22:03:09Z",
    "title_canon_sha256": "78c0f3bff87611f5d55c0b0c694aba953d2dd3d9d9606c46a9fa91f741987951"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18298",
    "kind": "arxiv",
    "version": 1
  }
}