Pith. sign in
Pith Number

pith:ZLFI3UH3

pith:2022:ZLFI3UH3ZKXPOLZZNY2GPPA65K
not attested not anchored not stored refs pending

Improving Speech Emotion Recognition with Unsupervised Speaking Style Transfer

Cornelius Weber, Leyuan Qu, Pengcheng Yue, Stefan Wermter, Taihao Li, Wei Wang

arxiv:2211.08843 v3 · 2022-11-16 · cs.SD · cs.AI · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZLFI3UH3ZKXPOLZZNY2GPPA65K}

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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 2026-07-05T07:28:26.531957Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

caca8dd0fbcaaef72f396e3467bc1eea9811fb8cfdef7a526d27fdd84fb72f2a

Aliases

arxiv: 2211.08843 · arxiv_version: 2211.08843v3 · doi: 10.48550/arxiv.2211.08843 · pith_short_12: ZLFI3UH3ZKXP · pith_short_16: ZLFI3UH3ZKXPOLZZ · pith_short_8: ZLFI3UH3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZLFI3UH3ZKXPOLZZNY2GPPA65K \
  | 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: caca8dd0fbcaaef72f396e3467bc1eea9811fb8cfdef7a526d27fdd84fb72f2a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "64b2681e3fd24f5373a1caf5a1941a7238e0353a0ce410ed915b90f9d13b59ff",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-11-16T11:43:25Z",
    "title_canon_sha256": "55e53ac27147a7404a82b65499a128a3be9ed5c74f91b45faa377797ef28cd5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.08843",
    "kind": "arxiv",
    "version": 3
  }
}