Pith Number

pith:KZHGFM2R

pith:2022:KZHGFM2RG57NRUKMDOAPX7PKWM

not attested not anchored not stored refs pending

Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition

Bjorn W. Schuller, Rajib Rana, Sara Khalifa, Thejan Rajapakshe

arxiv:2207.12248 v3 · 2022-07-07 · cs.SD · cs.LG · 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{KZHGFM2RG57NRUKMDOAPX7PKWM}

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	2026-07-05T09:54:22.356854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

564e62b351377ed8d14c1b80fbfdeab30f06bfaa81537c09afd7f8baeccabe86

Aliases

arxiv: 2207.12248 · arxiv_version: 2207.12248v3 · doi: 10.48550/arxiv.2207.12248 · pith_short_12: KZHGFM2RG57N · pith_short_16: KZHGFM2RG57NRUKM · pith_short_8: KZHGFM2R

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/KZHGFM2RG57NRUKMDOAPX7PKWM \
  | 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: 564e62b351377ed8d14c1b80fbfdeab30f06bfaa81537c09afd7f8baeccabe86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ec7b22d9936a6989434f778ec69934afdb8799b254846a7a94d66c15c0cb381",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-07-07T02:53:39Z",
    "title_canon_sha256": "36c13341a59f2e3df0a30691c0a43a7316da8615a3a105f3287910767125ebb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.12248",
    "kind": "arxiv",
    "version": 3
  }
}