Pith Number

pith:AM5OWQPL

pith:2024:AM5OWQPLQXPFBNY3AKIDUR3Q2Z

not attested not anchored not stored refs pending

What Do Speech Foundation Models Not Learn About Speech?

Abdul Waheed, Bhiksha Raj, Hanin Atwany, Rita Singh

arxiv:2410.12948 v1 · 2024-10-16 · cs.CL · cs.SD · 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{AM5OWQPLQXPFBNY3AKIDUR3Q2Z}

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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

2 papers in Pith

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

A framework for analyzing concept representations in neural models

Receipt and verification

First computed	2026-07-05T09:21:53.227292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

033aeb41eb85de50b71b02903a4770d65e8082c2cb95fe89783074bae57787c1

Aliases

arxiv: 2410.12948 · arxiv_version: 2410.12948v1 · doi: 10.48550/arxiv.2410.12948 · pith_short_12: AM5OWQPLQXPF · pith_short_16: AM5OWQPLQXPFBNY3 · pith_short_8: AM5OWQPL

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/AM5OWQPLQXPFBNY3AKIDUR3Q2Z \
  | 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: 033aeb41eb85de50b71b02903a4770d65e8082c2cb95fe89783074bae57787c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b48869a06e9203abc34ac914f81353100adf08b3054822ce78226de39d592334",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-16T18:34:07Z",
    "title_canon_sha256": "691fea16cc54532e33541b391fc8046eb9c72f1de2b943150e2beb0f26e2a574"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12948",
    "kind": "arxiv",
    "version": 1
  }
}