Pith Number

pith:PMZ46TPY

pith:2019:PMZ46TPYKCDRU5RRFOH33A5WU5

not attested not anchored not stored refs pending

AIPNet: Generative Adversarial Pre-training of Accent-invariant Networks for End-to-end Speech Recognition

Ching-Feng Yeh, Mahaveer Jain, Michael L. Seltzer, Yi-Chen Chen, Zhaojun Yang

arxiv:1911.11935 v1 · 2019-11-27 · cs.CL · 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{PMZ46TPYKCDRU5RRFOH33A5WU5}

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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	2026-07-05T00:22:28.899255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b33cf4df850871a76312b8fbd83b6a75cc3bf6d5bcc6413289459d93b5a15c5

Aliases

arxiv: 1911.11935 · arxiv_version: 1911.11935v1 · doi: 10.48550/arxiv.1911.11935 · pith_short_12: PMZ46TPYKCDR · pith_short_16: PMZ46TPYKCDRU5RR · pith_short_8: PMZ46TPY

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/PMZ46TPYKCDRU5RRFOH33A5WU5 \
  | 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: 7b33cf4df850871a76312b8fbd83b6a75cc3bf6d5bcc6413289459d93b5a15c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28e85a5782336019b1f8ef48b16e71c8e7f759a79ba3f0f65231e9827038a8bd",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-11-27T03:42:21Z",
    "title_canon_sha256": "880aedc7f75ebfd6f2a8c6222e1037da87743735c4e8892393fd14c48ac984f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.11935",
    "kind": "arxiv",
    "version": 1
  }
}