Pith Number

pith:GQZCFMZW

pith:2024:GQZCFMZW4Q2Y76MOV5CLS4QCU5

not attested not anchored not stored refs pending

Emphasis Rendering for Conversational Text-to-Speech with Multi-modal Multi-scale Context Modeling

Haizhou Li, Jie Yang, Rui Liu, Yifan Hu, Zhenqi Jia

arxiv:2410.09524 v1 · 2024-10-12 · cs.CL · cs.SD · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GQZCFMZW4Q2Y76MOV5CLS4QCU5}

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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

Do Speech Emphasis Models Generalize across Languages and Emotions?

Receipt and verification

First computed	2026-07-05T09:20:05.900016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

343222b336e4358ff98eaf44b97202a7749e77460b7cba537ffb0b6a4a1ce598

Aliases

arxiv: 2410.09524 · arxiv_version: 2410.09524v1 · doi: 10.48550/arxiv.2410.09524 · pith_short_12: GQZCFMZW4Q2Y · pith_short_16: GQZCFMZW4Q2Y76MO · pith_short_8: GQZCFMZW

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/GQZCFMZW4Q2Y76MOV5CLS4QCU5 \
  | 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: 343222b336e4358ff98eaf44b97202a7749e77460b7cba537ffb0b6a4a1ce598

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "410080ce65cd85d9a0fc7224556c33703b672a074fde45c549222c5a17f3566b",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-12T13:02:31Z",
    "title_canon_sha256": "011dc0121ba9efc2e7b2fb93b9a632b83df7e291e7626104a60107978fffe427"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09524",
    "kind": "arxiv",
    "version": 1
  }
}