Pith Number

pith:BGP2MAJ7

pith:2020:BGP2MAJ76YFV32GCALGGUIZNVA

not attested not anchored not stored refs pending

Training Noisy Single-Channel Speech Separation With Noisy Oracle Sources: A Large Gap and A Small Step

Jing Shi, Matthew Maciejewski, Sanjeev Khudanpur, Shinji Watanabe

arxiv:2010.12430 v2 · 2020-10-23 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BGP2MAJ76YFV32GCALGGUIZNVA}

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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.

Cited by

1 paper in Pith

Developing an Effective Training Dataset to Enhance the Performance of AI-based Speaker Separation Systems

Receipt and verification

First computed	2026-07-05T02:16:50.108922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

099fa6013ff60b5de8c202cc6a232da838c4608f8eeec8cfcd40a919649fef21

Aliases

arxiv: 2010.12430 · arxiv_version: 2010.12430v2 · doi: 10.48550/arxiv.2010.12430 · pith_short_12: BGP2MAJ76YFV · pith_short_16: BGP2MAJ76YFV32GC · pith_short_8: BGP2MAJ7

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/BGP2MAJ76YFV32GCALGGUIZNVA \
  | 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: 099fa6013ff60b5de8c202cc6a232da838c4608f8eeec8cfcd40a919649fef21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47ffc18246030cc61690a0064362644582f520ae77ef4992fd60ed9cbd46ce5c",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-10-23T14:22:07Z",
    "title_canon_sha256": "c588400fcb3ac4391dcbd3c3081a518c71002627bd88aeab62feaed54d337628"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.12430",
    "kind": "arxiv",
    "version": 2
  }
}