Pith Number

pith:CMWCSWY2

pith:2023:CMWCSWY2IQUZEH44KFH3V4S324

not attested not anchored not stored refs pending

Fixed-point quantization aware training for on-device keyword-spotting

Alex Escott, Francesco Caliva, Om Oza, Robbie Armitano, Santosh Kumar Cheekatmalla, Sashank Macha, Sree Hari Krishnan Parthasarathi, Yuzong Liu

arxiv:2303.02284 v1 · 2023-03-04 · eess.AS · cs.AI · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMWCSWY2IQUZEH44KFH3V4S324}

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	2026-07-05T05:48:53.855894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

132c295b1a4429921f9c514fbaf25bd72768cc51edbd88cb34e0136068a95a0a

Aliases

arxiv: 2303.02284 · arxiv_version: 2303.02284v1 · doi: 10.48550/arxiv.2303.02284 · pith_short_12: CMWCSWY2IQUZ · pith_short_16: CMWCSWY2IQUZEH44 · pith_short_8: CMWCSWY2

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/CMWCSWY2IQUZEH44KFH3V4S324 \
  | 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: 132c295b1a4429921f9c514fbaf25bd72768cc51edbd88cb34e0136068a95a0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec08ae21946a1be906939e6222c35cc7af5622c0d84690c8210e235593c32bed",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-03-04T01:06:16Z",
    "title_canon_sha256": "6b999d56d99eca8fc3dc92b17b016e6fcbe5c8aa76de783181bef8a538d59cca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02284",
    "kind": "arxiv",
    "version": 1
  }
}