Pith Number

pith:XPGZ2JNK

pith:2024:XPGZ2JNKJNNFIZRIIEZKDKXTW4

not attested not anchored not stored refs pending

Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients

Alessio Brutti, Daniele Falavigna, Mohamed Nabih Ali

arxiv:2405.17376 v1 · 2024-05-27 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XPGZ2JNKJNNFIZRIIEZKDKXTW4}

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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

SpeechLLM Meets Federated Learning for End-to-End ASR: English and Italian Case Studies

Receipt and verification

First computed	2026-07-05T08:23:43.728085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbcd9d25aa4b5a5466284132a1aaf3b73f523b0e6f26e2d22a3b02c6cb56959f

Aliases

arxiv: 2405.17376 · arxiv_version: 2405.17376v1 · doi: 10.48550/arxiv.2405.17376 · pith_short_12: XPGZ2JNKJNNF · pith_short_16: XPGZ2JNKJNNFIZRI · pith_short_8: XPGZ2JNK

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/XPGZ2JNKJNNFIZRIIEZKDKXTW4 \
  | 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: bbcd9d25aa4b5a5466284132a1aaf3b73f523b0e6f26e2d22a3b02c6cb56959f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7e9b40fc850aac005b24803b866de06b7f571b20e96075ceb30506a9b0a03e8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-27T17:32:37Z",
    "title_canon_sha256": "9194a2c511c5c9a2426f310012d6f63d825e92739983501565953f5a48e0b92c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17376",
    "kind": "arxiv",
    "version": 1
  }
}