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Pith Number

pith:2MN3YJNH

pith:2019:2MN3YJNHD5RIYERJZECW5SSLKH
not attested not anchored not stored refs pending

DNN-based Speaker Embedding Using Subjective Inter-speaker Similarity for Multi-speaker Modeling in Speech Synthesis

Hiroshi Saruwatari, Shinnosuke Takamichi, Yuki Saito

arxiv:1907.08294 v1 · 2019-07-19 · eess.AS · cs.LG · cs.SD · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2MN3YJNHD5RIYERJZECW5SSLKH}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 2026-05-17T23:40:10.308432Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d31bbc25a71f628c1229c9056eca4b51d6761d10e3d9bb6bd08d6b17c56a7fe3

Aliases

arxiv: 1907.08294 · arxiv_version: 1907.08294v1 · doi: 10.48550/arxiv.1907.08294 · pith_short_12: 2MN3YJNHD5RI · pith_short_16: 2MN3YJNHD5RIYERJ · pith_short_8: 2MN3YJNH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2MN3YJNHD5RIYERJZECW5SSLKH \
  | 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: d31bbc25a71f628c1229c9056eca4b51d6761d10e3d9bb6bd08d6b17c56a7fe3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f9d16191bd4e2f5134b7cbc49bc09fb3cded8f4c806232333fd5d62352724d2c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2019-07-19T09:11:35Z",
    "title_canon_sha256": "88defad0115fcd0e06180dbce172971dffc45f4255d816ede2a89a4aa10c54e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.08294",
    "kind": "arxiv",
    "version": 1
  }
}