Pith Number

pith:EWICAWTP

pith:2025:EWICAWTPECSCIMXPXFFCJX4ERX

not attested not anchored not stored refs pending

CLEP-DG: Contrastive Learning for Speech Emotion Domain Generalization via Soft Prompt Tuning

Jiacheng Shi, Yanfu Zhang, Ye Gao

arxiv:2507.04048 v1 · 2025-07-05 · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{EWICAWTPECSCIMXPXFFCJX4ERX}

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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

AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling

Receipt and verification

First computed	2026-07-05T11:32:41.359892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2590205a6f20a42432efb94a24df848de8a7396d91ae8dec88fc591d035f7eb1

Aliases

arxiv: 2507.04048 · arxiv_version: 2507.04048v1 · doi: 10.48550/arxiv.2507.04048 · pith_short_12: EWICAWTPECSC · pith_short_16: EWICAWTPECSCIMXP · pith_short_8: EWICAWTP

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/EWICAWTPECSCIMXPXFFCJX4ERX \
  | 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: 2590205a6f20a42432efb94a24df848de8a7396d91ae8dec88fc591d035f7eb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be7ec65aee7002533e0722c12af1cf5391d2bc0c2765862fe1a1fdf691c11ca5",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-07-05T14:16:06Z",
    "title_canon_sha256": "05aa40222cdd26cf0c2e3bd7c1bd4a45cb0b1414d3d9b9725858b85cfdd9838b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04048",
    "kind": "arxiv",
    "version": 1
  }
}