Pith Number

pith:TFF6HTQ3

pith:2023:TFF6HTQ3APGXBCCR5RFK5LS2MX

not attested not anchored not stored refs pending

Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition

Qian Chen, Shiliang Zhang, Wen Wu, Xie Chen, Yiwei Guo, Zhisheng Zheng, Ziyang Ma

arxiv:2309.10294 v1 · 2023-09-19 · cs.CL · cs.AI · cs.SD · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TFF6HTQ3APGXBCCR5RFK5LS2MX}

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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

Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Receipt and verification

First computed	2026-07-05T09:25:33.493757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

994be3ce1b03cd708851ec4aaeae5a65c383fae8181db648e1405f78fd01edb3

Aliases

arxiv: 2309.10294 · arxiv_version: 2309.10294v1 · doi: 10.48550/arxiv.2309.10294 · pith_short_12: TFF6HTQ3APGX · pith_short_16: TFF6HTQ3APGXBCCR · pith_short_8: TFF6HTQ3

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/TFF6HTQ3APGXBCCR5RFK5LS2MX \
  | 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: 994be3ce1b03cd708851ec4aaeae5a65c383fae8181db648e1405f78fd01edb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e82cfc0ce7c16cc0cd4601311af4b488c237854d7a7337c18a41567b2eb2e19e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-19T03:52:01Z",
    "title_canon_sha256": "f6b68eaaa360f6e260764edc5621b44a98bb0a2ff2dab9f245ad6adc0d32363c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.10294",
    "kind": "arxiv",
    "version": 1
  }
}