Pith Number

pith:FTZYAGAX

pith:2025:FTZYAGAX4O5O34MJCFCDUNGOYW

not attested not anchored not stored refs pending

Parameter-Efficient Fine-Tuning of Foundation Models for CLP Speech Classification

H.S. Shekhawat, Jagabandhu Mishra, S. R. Mahadeva Prasanna, Susmita Bhattacharjee

arxiv:2507.14898 v1 · 2025-07-20 · eess.AS · 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{FTZYAGAX4O5O34MJCFCDUNGOYW}

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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.

Receipt and verification

First computed	2026-07-05T11:40:15.274605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cf3801817e3baedf18911443a34cec59060fd9d766ba1526720a9821ba5c3e2

Aliases

arxiv: 2507.14898 · arxiv_version: 2507.14898v1 · doi: 10.48550/arxiv.2507.14898 · pith_short_12: FTZYAGAX4O5O · pith_short_16: FTZYAGAX4O5O34MJ · pith_short_8: FTZYAGAX

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/FTZYAGAX4O5O34MJCFCDUNGOYW \
  | 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: 2cf3801817e3baedf18911443a34cec59060fd9d766ba1526720a9821ba5c3e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c28efaee896005c5fc08c90d7ac07ff95ce2356b7355f1bede4f6ab2658fe574",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-07-20T10:23:03Z",
    "title_canon_sha256": "19aa7cfca96fc2b8932244091309edc695ee627b880a3413a950923602e47509"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14898",
    "kind": "arxiv",
    "version": 1
  }
}