Pith Number

pith:GTL2DDBG

pith:2019:GTL2DDBG7FP4RWEJR2ITEG4GMU

not attested not anchored not stored refs pending

Deep Text-to-Speech System with Seq2Seq Model

Gary Wang

arxiv:1903.07398 v1 · 2019-03-11 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GTL2DDBG7FP4RWEJR2ITEG4GMU}

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	2026-05-17T23:51:01.520754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34d7a18c26f95fc8d8898e91321b866528fde4b6de5975df7e7e6bf2363219fc

Aliases

arxiv: 1903.07398 · arxiv_version: 1903.07398v1 · doi: 10.48550/arxiv.1903.07398 · pith_short_12: GTL2DDBG7FP4 · pith_short_16: GTL2DDBG7FP4RWEJ · pith_short_8: GTL2DDBG

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/GTL2DDBG7FP4RWEJR2ITEG4GMU \
  | 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: 34d7a18c26f95fc8d8898e91321b866528fde4b6de5975df7e7e6bf2363219fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6f67e7f739a302c6200eb368f29afc7177193a90297402c2a8e986c74b8d5fa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-03-11T18:18:38Z",
    "title_canon_sha256": "148a0dc6c9d43b9cf62750b41e604d38b7adc1c6e3fb93f145c4f143544d5c82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.07398",
    "kind": "arxiv",
    "version": 1
  }
}