Pith Number

pith:GJKND7DF

pith:2025:GJKND7DFZ3B7DUVIY47Z5CI6IA

not attested not anchored not stored refs pending

Efficient Long Speech Sequence Modelling for Time-Domain Depression Level Estimation

Shuanglin Li, Syed Mohsen Naqvi, Zhijie Xie

arxiv:2501.02512 v1 · 2025-01-05 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GJKND7DFZ3B7DUVIY47Z5CI6IA}

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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.

Receipt and verification

First computed	2026-07-05T09:57:08.278008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3254d1fc65cec3f1d2a8c73f9e891e401def8532b8cf242195594b02fd4ae094

Aliases

arxiv: 2501.02512 · arxiv_version: 2501.02512v1 · doi: 10.48550/arxiv.2501.02512 · pith_short_12: GJKND7DFZ3B7 · pith_short_16: GJKND7DFZ3B7DUVI · pith_short_8: GJKND7DF

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/GJKND7DFZ3B7DUVIY47Z5CI6IA \
  | 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: 3254d1fc65cec3f1d2a8c73f9e891e401def8532b8cf242195594b02fd4ae094

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "239336e18518ecaf2e4ed76006b104f8c0b56167d0338438cb61b12d77e7a89f",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-01-05T11:58:40Z",
    "title_canon_sha256": "3f96b847b1441a42f601e47749fe2b23b84c985d9f7a89be5dfb5a63826e630d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02512",
    "kind": "arxiv",
    "version": 1
  }
}