Pith. sign in
Pith Number

pith:AYB4BA6D

pith:2020:AYB4BA6DLVKX57NV2WTWA4VM3X
not attested not anchored not stored refs pending

DESNet: A Multi-channel Network for Simultaneous Speech Dereverberation, Enhancement and Separation

Jian Wu, Lei Xie, Mengtao Xing, Yanxin Hu, Yihui Fu

arxiv:2011.02131 v3 · 2020-11-04 · cs.SD · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AYB4BA6DLVKX57NV2WTWA4VM3X}

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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 2026-07-05T01:51:46.147718Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0603c083c35d557efdb5d5a76072acddfebe61610ff2be59b743cbc6fe064c54

Aliases

arxiv: 2011.02131 · arxiv_version: 2011.02131v3 · doi: 10.48550/arxiv.2011.02131 · pith_short_12: AYB4BA6DLVKX · pith_short_16: AYB4BA6DLVKX57NV · pith_short_8: AYB4BA6D
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AYB4BA6DLVKX57NV2WTWA4VM3X \
  | 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: 0603c083c35d557efdb5d5a76072acddfebe61610ff2be59b743cbc6fe064c54
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3adb53970d3e2fee904443d43534aebfc5cd910a354c5c62cc31aef1e7238994",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2020-11-04T05:25:10Z",
    "title_canon_sha256": "6545b367591d612101f21ff0c990af22bdc7e9c5b69e47511ad306960a3a1f26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.02131",
    "kind": "arxiv",
    "version": 3
  }
}