Pith Number

pith:CUWITIEF

pith:2025:CUWITIEF75UNQBBJTFNOVBJKEM

not attested not anchored not stored refs pending

Are Mamba-based Audio Foundation Models the Best Fit for Non-Verbal Emotion Recognition?

Ananda Chandra Nayak, Arun Balaji Buduru, Girish, Mohd Mujtaba Akhtar, Orchid Chetia Phukan, Rajesh Sharma, Sanjib Kumar Nayak, Swarup Ranjan Behera

arxiv:2506.02258 v1 · 2025-06-02 · 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{CUWITIEF75UNQBBJTFNOVBJKEM}

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	2026-07-05T11:14:35.477398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

152c89a085ff68d80429995aea852a230aed5bd398886d9d7c9ad17c9a959234

Aliases

arxiv: 2506.02258 · arxiv_version: 2506.02258v1 · doi: 10.48550/arxiv.2506.02258 · pith_short_12: CUWITIEF75UN · pith_short_16: CUWITIEF75UNQBBJ · pith_short_8: CUWITIEF

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/CUWITIEF75UNQBBJTFNOVBJKEM \
  | 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: 152c89a085ff68d80429995aea852a230aed5bd398886d9d7c9ad17c9a959234

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28c318cd80823a91456826c2b086803b70dbdd47e1fbc37b4d3a48bb72b5047a",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-06-02T21:04:29Z",
    "title_canon_sha256": "b1ceef9d760da407f7ccdeb23a7ed76203d73dc55e88026fbca3968a4a6b689b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02258",
    "kind": "arxiv",
    "version": 1
  }
}