Pith Number

pith:XYZ236SV

pith:2021:XYZ236SVF6YB72V3GOJ4EH2VY7

not attested not anchored not stored refs pending

On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era

(2) Huawei Technologies, 3), (3) HSE University, 4), (4) ITMO University, 5) ((1) EIHW -- Chair of Embedded Intelligence for Health Care, Artem Sokolov (2, Bj\"orn W. Schuller (1, Dmitry Lamanov (2), Evgeniy Shuranov (2, Germany, Ilhan Aslan (2), Ilya Poduremennykh (2), Lukas Christ (1), Manuel Milling (1), Maurice Gerczuk (1), Nizhniy Novgorod, Russia, Russia), Saint Petersburg, Sandra Ottl (1), Shahin Amiriparian (1), Tobias H\"ubner (1), University of Augsburg, Wellbeing

arxiv:2104.10121 v1 · 2021-04-20 · cs.SD · cs.CL · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XYZ236SVF6YB72V3GOJ4EH2VY7}

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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

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases

Receipt and verification

First computed	2026-07-05T02:33:40.067397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be33adfa552fb01feabb3393c21f55c7c5b6136c8245f9b8d4034ae64bc9870e

Aliases

arxiv: 2104.10121 · arxiv_version: 2104.10121v1 · doi: 10.48550/arxiv.2104.10121 · pith_short_12: XYZ236SVF6YB · pith_short_16: XYZ236SVF6YB72V3 · pith_short_8: XYZ236SV

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/XYZ236SVF6YB72V3GOJ4EH2VY7 \
  | 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: be33adfa552fb01feabb3393c21f55c7c5b6136c8245f9b8d4034ae64bc9870e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01ecb8cd706a4af1068cb78e37b89ce6f5de83aa6266683e59d1dc6e85817466",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2021-04-20T17:10:01Z",
    "title_canon_sha256": "c7ef343516eb2b4d517d4e360a42e7ce5ffbfe2f5fd794ce24af91179a020571"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.10121",
    "kind": "arxiv",
    "version": 1
  }
}