Pith Number

pith:2LO4QGGU

pith:2024:2LO4QGGU5YYUP7RN73KA4T75S5

not attested not anchored not stored refs pending

NEST: Self-supervised Fast Conformer as All-purpose Seasoning to Speech Processing Tasks

Boris Ginsburg, He Huang, Ivan Medennikov, Jagadeesh Balam, Krishna C. Puvvada, Kunal Dhawan, Nithin Rao Koluguri, Taejin Park, Weiqing Wang

arxiv:2408.13106 v6 · 2024-08-23 · 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{2LO4QGGU5YYUP7RN73KA4T75S5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T10:02:24.149093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2ddc818d4ee3147fe2dfed40e4ffd97511fc85e5f04ec3c934d5b6da8da0585

Aliases

arxiv: 2408.13106 · arxiv_version: 2408.13106v6 · doi: 10.48550/arxiv.2408.13106 · pith_short_12: 2LO4QGGU5YYU · pith_short_16: 2LO4QGGU5YYUP7RN · pith_short_8: 2LO4QGGU

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/2LO4QGGU5YYUP7RN73KA4T75S5 \
  | 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: d2ddc818d4ee3147fe2dfed40e4ffd97511fc85e5f04ec3c934d5b6da8da0585

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47a2a5b62ba2fdfc6bdaa161313ef49c6749b96a07bc26bea6009762ac70c2b2",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-08-23T14:32:18Z",
    "title_canon_sha256": "cf02bca0116fdf4833a8206d314d99ceb50099148262ea3c6f4bf0dcdb2fd75e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13106",
    "kind": "arxiv",
    "version": 6
  }
}