Pith. sign in
Pith Number

pith:ZL5VP34Q

pith:2019:ZL5VP34QQDPXAVA7H2IINNGO6M
not attested not anchored not stored refs pending

Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation

Emad M. Grais, Fei Zhao, Mark D. Plumbley

arxiv:1910.09266 v1 · 2019-10-21 · cs.SD · cs.LG · eess.AS · eess.SP · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZL5VP34QQDPXAVA7H2IINNGO6M}

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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 2026-07-05T00:13:32.176011Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cafb57ef9080df70541f3e9086b4cef3098cb9c5c3740c62855570a078e54efe

Aliases

arxiv: 1910.09266 · arxiv_version: 1910.09266v1 · doi: 10.48550/arxiv.1910.09266 · pith_short_12: ZL5VP34QQDPX · pith_short_16: ZL5VP34QQDPXAVA7 · pith_short_8: ZL5VP34Q
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZL5VP34QQDPXAVA7H2IINNGO6M \
  | 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: cafb57ef9080df70541f3e9086b4cef3098cb9c5c3740c62855570a078e54efe
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fccc0ae7b180d151794def23cb2a7308a071d0352cb7e22924bf270d2368bec3",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS",
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2019-10-21T11:29:29Z",
    "title_canon_sha256": "9a386ec03edf922c0576703088dcbb584a5efa201e6049af30c3b85282af48ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.09266",
    "kind": "arxiv",
    "version": 1
  }
}