Pith Number

pith:NALHZMHL

pith:2024:NALHZMHLAFXIHHA65B7NNEYFZM

not attested not anchored not stored refs pending

Multi-label Zero-Shot Audio Classification with Temporal Attention

Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen

arxiv:2409.00408 v1 · 2024-08-31 · cs.SD · cs.LG · eess.AS

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\usepackage{pith}
\pithnumber{NALHZMHLAFXIHHA65B7NNEYFZM}

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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

Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification

Receipt and verification

First computed	2026-07-05T09:01:47.070352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68167cb0eb016e839c1ee87ed69305cb2ceeac333c212ced050b65c3e7498f5c

Aliases

arxiv: 2409.00408 · arxiv_version: 2409.00408v1 · doi: 10.48550/arxiv.2409.00408 · pith_short_12: NALHZMHLAFXI · pith_short_16: NALHZMHLAFXIHHA6 · pith_short_8: NALHZMHL

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/NALHZMHLAFXIHHA65B7NNEYFZM \
  | 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: 68167cb0eb016e839c1ee87ed69305cb2ceeac333c212ced050b65c3e7498f5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24f6ea50e58149b30a6afa608363d22bf297c162405030781d0bfe9ebbb813d1",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-08-31T09:49:41Z",
    "title_canon_sha256": "b35f666f09071acc629e105591fcb8e246eade233f52afa46281b11530b35a58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00408",
    "kind": "arxiv",
    "version": 1
  }
}