Pith Number

pith:O2KGJ6XA

pith:2025:O2KGJ6XAFCBFSOTVV7MMEZODC2

not attested not anchored not stored refs pending

Assessing the Impact of Anisotropy in Neural Representations of Speech: A Case Study on Keyword Spotting

Clara Rosina Fern\'andez (LACITO), Guillaume Wisniewski (LLF - UMR7110), S\'everine Guillaume (LACITO)

arxiv:2506.11096 v1 · 2025-06-06 · cs.SD · cs.AI · cs.CL · eess.AS

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\usepackage{pith}
\pithnumber{O2KGJ6XAFCBFSOTVV7MMEZODC2}

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Record completeness

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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

The False Resonance: A Critical Examination of Emotion Embedding Similarity for Speech Generation Evaluation

Receipt and verification

First computed	2026-07-05T11:20:59.320198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

769464fae02882593a75afd8c265c316b5bc78e740249ae7dc8b260f81cbd045

Aliases

arxiv: 2506.11096 · arxiv_version: 2506.11096v1 · doi: 10.48550/arxiv.2506.11096 · pith_short_12: O2KGJ6XAFCBF · pith_short_16: O2KGJ6XAFCBFSOTV · pith_short_8: O2KGJ6XA

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/O2KGJ6XAFCBFSOTVV7MMEZODC2 \
  | 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: 769464fae02882593a75afd8c265c316b5bc78e740249ae7dc8b260f81cbd045

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fc7f65cfdbeede499334abe9f5cc41cc18b1576c6d365c9fd2453d913bae85a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-06-06T08:52:56Z",
    "title_canon_sha256": "8b3a37d217e5fee926ac522ad06479d3599c6c184b1768c4a4e036ba7ad6f1fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11096",
    "kind": "arxiv",
    "version": 1
  }
}