Pith Number

pith:EVW7R64E

pith:2022:EVW7R64ETROR7PZRQVDBENT2KR

not attested not anchored not stored refs pending

QTI Submission to DCASE 2021: residual normalization for device-imbalanced acoustic scene classification with efficient design

Byeonggeun Kim, Jangho Kim, Seunghan Yang, Simyung Chang

arxiv:2206.13909 v2 · 2022-06-28 · cs.SD · cs.LG · eess.AS

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\usepackage{pith}
\pithnumber{EVW7R64ETROR7PZRQVDBENT2KR}

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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

Improving Acoustic Scene Classification in Low-Resource Conditions

Receipt and verification

First computed	2026-07-05T05:10:04.061854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

256df8fb849c5d1fbf31854612367a54790afc67b0970ec2d7084c1297b4497f

Aliases

arxiv: 2206.13909 · arxiv_version: 2206.13909v2 · doi: 10.48550/arxiv.2206.13909 · pith_short_12: EVW7R64ETROR · pith_short_16: EVW7R64ETROR7PZR · pith_short_8: EVW7R64E

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/EVW7R64ETROR7PZRQVDBENT2KR \
  | 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: 256df8fb849c5d1fbf31854612367a54790afc67b0970ec2d7084c1297b4497f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f6aa5c25cb3005d234d1ee9a27b1eceb2985eb06d5636515aab7398446027f4",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-06-28T11:42:52Z",
    "title_canon_sha256": "b47ab00ea5e5ab39b008b14e4ea0d6b8ab24dbb48be6bff7e737af72d3bc7919"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.13909",
    "kind": "arxiv",
    "version": 2
  }
}