Pith Number

pith:CW5N3PYT

pith:2023:CW5N3PYT5RNHXNMZHFNDPJ5W3R

not attested not anchored not stored refs pending

Rethinking complex-valued deep neural networks for monaural speech enhancement

Anurag Kumar, Buye Xu, Daniel Wong, Haibin Wu, Ke Tan

arxiv:2301.04320 v1 · 2023-01-11 · cs.SD · cs.LG · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CW5N3PYT5RNHXNMZHFNDPJ5W3R}

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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.

Receipt and verification

First computed	2026-07-05T05:32:14.847323Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15baddbf13ec5a7bb599395a37a7b6dc4015ca2830ac308035100b597e0894ed

Aliases

arxiv: 2301.04320 · arxiv_version: 2301.04320v1 · doi: 10.48550/arxiv.2301.04320 · pith_short_12: CW5N3PYT5RNH · pith_short_16: CW5N3PYT5RNHXNMZ · pith_short_8: CW5N3PYT

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/CW5N3PYT5RNHXNMZHFNDPJ5W3R \
  | 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: 15baddbf13ec5a7bb599395a37a7b6dc4015ca2830ac308035100b597e0894ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00a6b2a403b08a8d6979b806181e841df64b74e37a06ebbe159b6e550e78e0f0",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-01-11T05:59:50Z",
    "title_canon_sha256": "cc3e8dce84d91dab2cace357012b0c1f13922bf94fd82a807cb3adaacf7bc3a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.04320",
    "kind": "arxiv",
    "version": 1
  }
}