Pith Number

pith:I4C5LIMY

pith:2022:I4C5LIMY4FWYTRXTCURJO5AGNS

not attested not anchored not stored refs pending

Do self-supervised speech models develop human-like perception biases?

Ewan Dunbar, Juliette Millet

arxiv:2205.15819 v1 · 2022-05-31 · cs.CL · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{I4C5LIMY4FWYTRXTCURJO5AGNS}

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Record completeness

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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

Pretrained self-supervised speech models can recognize unseen consonants

Receipt and verification

First computed	2026-07-05T04:28:02.694211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4705d5a198e16d89c6f315229774066ca4e95265115d0188452de9d4cf807f34

Aliases

arxiv: 2205.15819 · arxiv_version: 2205.15819v1 · doi: 10.48550/arxiv.2205.15819 · pith_short_12: I4C5LIMY4FWY · pith_short_16: I4C5LIMY4FWYTRXT · pith_short_8: I4C5LIMY

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/I4C5LIMY4FWYTRXTCURJO5AGNS \
  | 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: 4705d5a198e16d89c6f315229774066ca4e95265115d0188452de9d4cf807f34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34e99aa02322aaccb4a629cd722b2b2d9449dc2de07812baca30286370c8b308",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-31T14:21:40Z",
    "title_canon_sha256": "4cdfcacff1e1491e7e82b7ca9de95f601599aa3adf836b3b3f8b6c6d7bb104c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.15819",
    "kind": "arxiv",
    "version": 1
  }
}