Pith Number

pith:GKG6LZQE

pith:2020:GKG6LZQERN3MBQQDI4DGCE45WU

not attested not anchored not stored refs pending

BOFFIN TTS: Few-Shot Speaker Adaptation by Bayesian Optimization

Henry B.Moss, Javier Gonz\'alez, Nishant Prateek, Roberto Barra-Chicote, Vatsal Aggarwal

arxiv:2002.01953 v1 · 2020-02-04 · eess.AS · cs.LG · cs.SD · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GKG6LZQERN3MBQQDI4DGCE45WU}

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	2026-07-05T00:38:47.958645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

328de5e6048b76c0c203470661139db5094cc6e919281317e0bd7f0f14640d39

Aliases

arxiv: 2002.01953 · arxiv_version: 2002.01953v1 · doi: 10.48550/arxiv.2002.01953 · pith_short_12: GKG6LZQERN3M · pith_short_16: GKG6LZQERN3MBQQD · pith_short_8: GKG6LZQE

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/GKG6LZQERN3MBQQDI4DGCE45WU \
  | 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: 328de5e6048b76c0c203470661139db5094cc6e919281317e0bd7f0f14640d39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f3db68d20945488bbac4fee54fbfd0bc5ff5eb6541c56cc245642d1052d9234",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-02-04T16:37:52Z",
    "title_canon_sha256": "acf46e951a2247caecd17c0b84c0a556b962a4b4113ca87085ac323cebf89cf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.01953",
    "kind": "arxiv",
    "version": 1
  }
}