Pith Number

pith:W5GQSDHI

pith:2023:W5GQSDHIQUD6DLTONOARYQOOV3

not attested not anchored not stored refs pending

Learning Emotional Representations from Imbalanced Speech Data for Speech Emotion Recognition and Emotional Text-to-Speech

Damian Borth, J\'on Gu{\dh}nason, Shijun Wang

arxiv:2306.05709 v1 · 2023-06-09 · eess.AS · cs.CL · cs.SD

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\usepackage{pith}
\pithnumber{W5GQSDHIQUD6DLTONOARYQOOV3}

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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

Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation

Receipt and verification

First computed	2026-07-05T06:19:09.310146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b74d090ce88507e1ae6e6b811c41ceaedffc3a80cee04b955e62eceacd2205be

Aliases

arxiv: 2306.05709 · arxiv_version: 2306.05709v1 · doi: 10.48550/arxiv.2306.05709 · pith_short_12: W5GQSDHIQUD6 · pith_short_16: W5GQSDHIQUD6DLTO · pith_short_8: W5GQSDHI

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/W5GQSDHIQUD6DLTONOARYQOOV3 \
  | 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: b74d090ce88507e1ae6e6b811c41ceaedffc3a80cee04b955e62eceacd2205be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d96d34c322a5a616e1942ebd8f79ac21bf8cf5c99a1249d5583d9adc4b7a01b",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-06-09T07:04:56Z",
    "title_canon_sha256": "b292874e1306e40df288761624c8ea6eed5f41fa6cc1b7a82a3eabf641ba16ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.05709",
    "kind": "arxiv",
    "version": 1
  }
}