Pith Number

pith:DO3WQ4EJ

pith:2023:DO3WQ4EJGN4FIEMJ337P254FXF

not attested not anchored not stored refs pending

Generative Pre-training for Speech with Flow Matching

Alexander H. Liu, Andros Tjandra, Apoorv Vyas, Bowen Shi, Matt Le, Wei-Ning Hsu

arxiv:2310.16338 v2 · 2023-10-25 · eess.AS · cs.CL · cs.LG · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DO3WQ4EJGN4FIEMJ337P254FXF}

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

2 papers in Pith

Unified Audio Intelligence Without Regressing on Text Intelligence

Alethia: A Foundational Encoder for Voice Deepfakes

Receipt and verification

First computed	2026-07-05T08:00:37.208415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bb76870893378541189defefd7785b95b3c5b2e06a8ff654bb53b90a27ee275

Aliases

arxiv: 2310.16338 · arxiv_version: 2310.16338v2 · doi: 10.48550/arxiv.2310.16338 · pith_short_12: DO3WQ4EJGN4F · pith_short_16: DO3WQ4EJGN4FIEMJ · pith_short_8: DO3WQ4EJ

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/DO3WQ4EJGN4FIEMJ337P254FXF \
  | 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: 1bb76870893378541189defefd7785b95b3c5b2e06a8ff654bb53b90a27ee275

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "517990ba42e27858b601c1eb9f017dcb38845ca28c285408c27ad4c6b0ba0dff",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-10-25T03:40:50Z",
    "title_canon_sha256": "0837505265502dc83c489c10e5162c1412e88a6108c76b246c3aeffbdce6ea9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16338",
    "kind": "arxiv",
    "version": 2
  }
}