Pith Number

pith:EE24MCDN

pith:2021:EE24MCDNK63DAKNNEROUUZVFEP

not attested not anchored not stored refs pending

A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection

Chin-Hui Lee, Feng Ma, Hua-Xin Wu, Jia Pan, Jun Du, Qing Wang

arxiv:2101.02919 v2 · 2021-01-08 · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{EE24MCDNK63DAKNNEROUUZVFEP}

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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

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet

Receipt and verification

First computed	2026-07-05T05:48:30.089276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2135c6086d57b63029ad245d4a66a523f75f1f61c9ee39309b84c2302313ae2e

Aliases

arxiv: 2101.02919 · arxiv_version: 2101.02919v2 · doi: 10.48550/arxiv.2101.02919 · pith_short_12: EE24MCDNK63D · pith_short_16: EE24MCDNK63DAKNN · pith_short_8: EE24MCDN

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/EE24MCDNK63DAKNNEROUUZVFEP \
  | 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: 2135c6086d57b63029ad245d4a66a523f75f1f61c9ee39309b84c2302313ae2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35afd3979617ebcf29670d819a93e2288563873a01182e557fdea681c81c9a4f",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2021-01-08T08:55:37Z",
    "title_canon_sha256": "f4328562eda62530426b43ddb5ebdbdd95888b4dea70de11873471c8aea431e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.02919",
    "kind": "arxiv",
    "version": 2
  }
}