Pith Number

pith:7HY4DTTV

pith:2026:7HY4DTTVJ2PWWY7Y6NBONPWQS2

not attested not anchored not stored refs pending

AdaLTM: Adaptive Layer-wise Task Vector Merging for Categorical Speech Emotion Recognition with ASR Knowledge Integration

Chia-Yu Lee, Chi-Chun Lee, Huang-Cheng Chou, Shrikanth Narayanan, Tzu-Quan Lin, Ya-Tse Wu, Yuanchao Li

arxiv:2603.25041 v2 · 2026-03-26 · 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{7HY4DTTVJ2PWWY7Y6NBONPWQS2}

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	2026-06-23T02:12:48.626229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9f1c1ce754e9f6b63f8f342e6bed096a0eebec8aff4e156d0fda529b1ea794a

Aliases

arxiv: 2603.25041 · arxiv_version: 2603.25041v2 · doi: 10.48550/arxiv.2603.25041 · pith_short_12: 7HY4DTTVJ2PW · pith_short_16: 7HY4DTTVJ2PWWY7Y · pith_short_8: 7HY4DTTV

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/7HY4DTTVJ2PWWY7Y6NBONPWQS2 \
  | 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: f9f1c1ce754e9f6b63f8f342e6bed096a0eebec8aff4e156d0fda529b1ea794a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5bef5434f03c9d30e2437a3e86c652713adae873884d1efe2a3aec5fc79bde4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-03-26T05:22:43Z",
    "title_canon_sha256": "855eea31f04a6076ae1cbe59b79460681cf54d7665e128d3f28ab14a9ebb09ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.25041",
    "kind": "arxiv",
    "version": 2
  }
}