pith. sign in
Pith Number

pith:TKD56NG6

pith:2018:TKD56NG6R7PHY2HZJ4ZCEUYZBR
not attested not anchored not stored refs pending

MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation

Dmitriy Serdyuk, Gerald Schuller, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen, Yoshua Bengio

arxiv:1802.00300 v1 · 2018-02-01 · cs.SD · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TKD56NG6R7PHY2HZJ4ZCEUYZBR}

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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 2026-05-18T00:24:36.328164Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9a87df34de8fde7c68f94f322253190c72f57022738bb19bef3a159c9f3e0550

Aliases

arxiv: 1802.00300 · arxiv_version: 1802.00300v1 · doi: 10.48550/arxiv.1802.00300 · pith_short_12: TKD56NG6R7PH · pith_short_16: TKD56NG6R7PHY2HZ · pith_short_8: TKD56NG6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TKD56NG6R7PHY2HZJ4ZCEUYZBR \
  | 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: 9a87df34de8fde7c68f94f322253190c72f57022738bb19bef3a159c9f3e0550
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4ce50f44ba98db07a434d74160a1cde3991639ad8ff5ac978e64838d53e0bc70",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2018-02-01T14:31:36Z",
    "title_canon_sha256": "cc2d6b214fae69fc9571788639b20f581a95faf7fe6c286eddd1e57451a72a47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.00300",
    "kind": "arxiv",
    "version": 1
  }
}