Pith Number

pith:SU7EFRWV

pith:2017:SU7EFRWV4OFAATSDC7K7ZWVXHJ

not attested not anchored not stored refs pending

Sequence-to-Sequence ASR Optimization via Reinforcement Learning

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

arxiv:1710.10774 v2 · 2017-10-30 · cs.CL · cs.LG · cs.SD · 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{SU7EFRWV4OFAATSDC7K7ZWVXHJ}

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	2026-05-18T00:22:18.675517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

953e42c6d5e38a004e4317d5fcdab73a464bf3bb9beeba029711a1d576743d7a

Aliases

arxiv: 1710.10774 · arxiv_version: 1710.10774v2 · doi: 10.48550/arxiv.1710.10774 · pith_short_12: SU7EFRWV4OFA · pith_short_16: SU7EFRWV4OFAATSD · pith_short_8: SU7EFRWV

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/SU7EFRWV4OFAATSDC7K7ZWVXHJ \
  | 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: 953e42c6d5e38a004e4317d5fcdab73a464bf3bb9beeba029711a1d576743d7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab951fb692d3da679bc4d7865cfb271e3486811a45fd239c396d95b36c6ab5f5",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-10-30T05:09:36Z",
    "title_canon_sha256": "6f73ff54556ef8391292483867a79b21c0587050f05d096726fd1faaf8232973"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.10774",
    "kind": "arxiv",
    "version": 2
  }
}