Pith Number

pith:4LHSBNVP

pith:2019:4LHSBNVPQHS2M4ADUFIVIM43GL

not attested not anchored not stored refs pending

End-to-End Multi-Speaker Speech Recognition using Speaker Embeddings and Transfer Learning

Ngoc Thang Vu, Pavel Denisov

arxiv:1908.04737 v1 · 2019-08-13 · eess.AS · cs.CL · cs.LG · 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{4LHSBNVPQHS2M4ADUFIVIM43GL}

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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

End-to-End Multi-Speaker Speech Recognition using Speaker Embeddings and Transfer Learning

Receipt and verification

First computed	2026-07-04T23:55:16.073306Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2cf20b6af81e5a67003a15154339b32ecc4bcb4a42a0f8ce11d97af8999ce95

Aliases

arxiv: 1908.04737 · arxiv_version: 1908.04737v1 · doi: 10.48550/arxiv.1908.04737 · pith_short_12: 4LHSBNVPQHS2 · pith_short_16: 4LHSBNVPQHS2M4AD · pith_short_8: 4LHSBNVP

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/4LHSBNVPQHS2M4ADUFIVIM43GL \
  | 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: e2cf20b6af81e5a67003a15154339b32ecc4bcb4a42a0f8ce11d97af8999ce95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc8b07fe6ae446e7256c8ff9f34bf5e52060e13343e8e506ff1acb6c27501d16",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2019-08-13T16:56:41Z",
    "title_canon_sha256": "fffd03445081502a66ecbd55fa9a51b29335b0526cba3bdcbffc8d7d56ab67c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.04737",
    "kind": "arxiv",
    "version": 1
  }
}