Pith Number

pith:4FKL4HFL

pith:2026:4FKL4HFLF5UH5IQ7CKH7VY4YO6

not attested not anchored not stored refs pending

Comparative Reasoning: Making an Audio Language Model Better at Comparing Emotions

Abinay Reddy Naini, Carlos Busso, Chao-Han Huck Yang, Jaeyeon Kim, Shinji Watanabe

arxiv:2606.24082 v1 · 2026-06-23 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4FKL4HFLF5UH5IQ7CKH7VY4YO6}

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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

Comparative Reasoning: Making an Audio Language Model Better at Comparing Emotions

Receipt and verification

First computed	2026-06-24T01:14:39.839134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e154be1cab2f687ea21f128ffae39877942d0f11a95a5a40b8feaef87d7959af

Aliases

arxiv: 2606.24082 · arxiv_version: 2606.24082v1 · doi: 10.48550/arxiv.2606.24082 · pith_short_12: 4FKL4HFLF5UH · pith_short_16: 4FKL4HFLF5UH5IQ7 · pith_short_8: 4FKL4HFL

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/4FKL4HFLF5UH5IQ7CKH7VY4YO6 \
  | 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: e154be1cab2f687ea21f128ffae39877942d0f11a95a5a40b8feaef87d7959af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c86269c4669e5c013413241d6217fac6c0b118e83220a2a0beec2f248c9954e5",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-06-23T02:55:36Z",
    "title_canon_sha256": "0bc83c2e9d69dff9163f4985f6c2dc322193ae9a35c36e30a1e75db5ef243dd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24082",
    "kind": "arxiv",
    "version": 1
  }
}