Pith Number

pith:4MQ5WGPR

pith:2019:4MQ5WGPRPSMKVG4AO2HYJDH5XQ

not attested not anchored not stored refs pending

Single-Channel Speech Separation with Auxiliary Speaker Embeddings

Bj\"orn Schuller, Gil Keren, Shuo Liu

arxiv:1906.09997 v1 · 2019-06-24 · 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{4MQ5WGPRPSMKVG4AO2HYJDH5XQ}

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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

Single-Channel Speech Separation with Auxiliary Speaker Embeddings

Receipt and verification

First computed	2026-05-17T23:42:35.764760Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e321db19f17c98aa9b80768f848cfdbc27938126a9a0c1a668febb79abcea0db

Aliases

arxiv: 1906.09997 · arxiv_version: 1906.09997v1 · doi: 10.48550/arxiv.1906.09997 · pith_short_12: 4MQ5WGPRPSMK · pith_short_16: 4MQ5WGPRPSMKVG4A · pith_short_8: 4MQ5WGPR

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/4MQ5WGPRPSMKVG4AO2HYJDH5XQ \
  | 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: e321db19f17c98aa9b80768f848cfdbc27938126a9a0c1a668febb79abcea0db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce0c31c934065ad6996c988b9e12b2d4eceb339fdc6e6caa3138d6ad2deee2f7",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2019-06-24T14:35:29Z",
    "title_canon_sha256": "4ea198ffbb7688a1808ed71a6a18d34c5540ee5ebb5d3e6eb41f1e6d4a361946"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.09997",
    "kind": "arxiv",
    "version": 1
  }
}