Pith Number

pith:CSUUMVDQ

pith:2023:CSUUMVDQNQ7P4FOYSPBOGH3CHJ

not attested not anchored not stored refs pending

ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression

Kai-Wei Chang, Xiulian Peng, Yan Lu, Yixin Wan, Yuan Zhou

arxiv:2305.16665 v1 · 2023-05-26 · eess.AS · cs.SD

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\usepackage{pith}
\pithnumber{CSUUMVDQNQ7P4FOYSPBOGH3CHJ}

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Record completeness

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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

Dynamic Frequency-Adaptive Knowledge Distillation for Speech Enhancement

Receipt and verification

First computed	2026-07-05T06:59:52.595510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14a94654706c3efe15d893c2e31f623a591c2a2ce249ec283c30a15cf100eef1

Aliases

arxiv: 2305.16665 · arxiv_version: 2305.16665v1 · doi: 10.48550/arxiv.2305.16665 · pith_short_12: CSUUMVDQNQ7P · pith_short_16: CSUUMVDQNQ7P4FOY · pith_short_8: CSUUMVDQ

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/CSUUMVDQNQ7P4FOYSPBOGH3CHJ \
  | 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: 14a94654706c3efe15d893c2e31f623a591c2a2ce249ec283c30a15cf100eef1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf763da9577556744407efce38427cae9ca995e934bf0785c63d718cc9d6fb0c",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-05-26T06:29:00Z",
    "title_canon_sha256": "40a3a67ffbf124659a41649a6b2fe37dfd9292e20d559aefc42f7e3cf84dde67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16665",
    "kind": "arxiv",
    "version": 1
  }
}