Pith Number

pith:7XLM6WJX

pith:2021:7XLM6WJXBZMF2E2E6PDPPFVQYE

not attested not anchored not stored refs pending

Adapting TTS models For New Speakers using Transfer Learning

Boris Ginsburg, Jason Li, Paarth Neekhara

arxiv:2110.05798 v2 · 2021-10-12 · cs.SD · cs.CL · 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{7XLM6WJXBZMF2E2E6PDPPFVQYE}

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.

Cited by

1 paper in Pith

VoiceTTA: Enhancing Zero-Shot Text-to-Speech via Reinforcement Learning-Based Test-Time Adaptation

Receipt and verification

First computed	2026-07-05T04:12:02.835762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdd6cf59370e585d1344f3c6f796b0c129bcd2d69189cdc5776cd2455f421581

Aliases

arxiv: 2110.05798 · arxiv_version: 2110.05798v2 · doi: 10.48550/arxiv.2110.05798 · pith_short_12: 7XLM6WJXBZMF · pith_short_16: 7XLM6WJXBZMF2E2E · pith_short_8: 7XLM6WJX

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/7XLM6WJXBZMF2E2E6PDPPFVQYE \
  | 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: fdd6cf59370e585d1344f3c6f796b0c129bcd2d69189cdc5776cd2455f421581

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c478ad37332e6b91f17b935057bfaf8fe9aa3026920538d9b29eb2441f8b6562",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2021-10-12T07:51:25Z",
    "title_canon_sha256": "8f2ebe6fa3aa03f631045b3564829026722a2281375b1de1c9eee2ab7dbb8222"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.05798",
    "kind": "arxiv",
    "version": 2
  }
}