Pith Number

pith:QWRKI2PZ

pith:2025:QWRKI2PZ4TSHUAPFHHKXKZV32Q

not attested not anchored not stored refs pending

Towards Fusion of Neural Audio Codec-based Representations with Spectral for Heart Murmur Classification via Bandit-based Cross-Attention Mechanism

Arun Balaji Buduru, Girish, Mohd Mujtaba Akhtar, Orchid Chetia Phukan, Priyabrata Mallick, Rajesh Sharma, Santanu Roy, Swarup Ranjan Behera

arxiv:2506.01148 v1 · 2025-06-01 · eess.AS · cs.SD

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\usepackage{pith}
\pithnumber{QWRKI2PZ4TSHUAPFHHKXKZV32Q}

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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

Towards Fusion of Neural Audio Codec-based Representations with Spectral for Heart Murmur Classification via Bandit-based Cross-Attention Mechanism

Receipt and verification

First computed	2026-07-05T11:13:47.313885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85a2a469f9e4e47a01e539d57566bbd42cd7fabad63933cf31daf2fdcf6a5018

Aliases

arxiv: 2506.01148 · arxiv_version: 2506.01148v1 · doi: 10.48550/arxiv.2506.01148 · pith_short_12: QWRKI2PZ4TSH · pith_short_16: QWRKI2PZ4TSHUAPF · pith_short_8: QWRKI2PZ

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/QWRKI2PZ4TSHUAPFHHKXKZV32Q \
  | 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: 85a2a469f9e4e47a01e539d57566bbd42cd7fabad63933cf31daf2fdcf6a5018

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17ce4f89e22411f1779b5e0b8f01068e69f942866b267c2b9100f4507d44c3fe",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-06-01T20:01:15Z",
    "title_canon_sha256": "914c2bc1db71cfac8e2ba13522f939b9f95272acef19aadc582a52b3733b32cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01148",
    "kind": "arxiv",
    "version": 1
  }
}