Pith Number

pith:DEM76U22

pith:2024:DEM76U22DARBX4CSX2EPUNJO7H

not attested not anchored not stored refs pending

On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems

Cristian Cioflan, Luca Benini, Lukas Cavigelli, Manuele Rusci, Miguel de Prado

arxiv:2403.10549 v1 · 2024-03-12 · cs.SD · cs.LG · eess.AS

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\usepackage{pith}
\pithnumber{DEM76U22DARBX4CSX2EPUNJO7H}

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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

What changes after deployment? A survey on On-device Learning in TinyML

Receipt and verification

First computed	2026-07-05T07:57:02.876024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1919ff535a18221bf052be88fa352ef9f767956b06402fa3c9a0c76dcf054b52

Aliases

arxiv: 2403.10549 · arxiv_version: 2403.10549v1 · doi: 10.48550/arxiv.2403.10549 · pith_short_12: DEM76U22DARB · pith_short_16: DEM76U22DARBX4CS · pith_short_8: DEM76U22

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/DEM76U22DARBX4CSX2EPUNJO7H \
  | 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: 1919ff535a18221bf052be88fa352ef9f767956b06402fa3c9a0c76dcf054b52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c756912f06bd568a246c88842449bbb6730b57b17c2d688cd0bcfddacc80489c",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-03-12T19:54:35Z",
    "title_canon_sha256": "f0e37eb14da6fa21aa5bd298fd366b9042aca37de5709dc8e9102299f26c99d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.10549",
    "kind": "arxiv",
    "version": 1
  }
}