Pith Number

pith:PCNSNMI4

pith:2020:PCNSNMI4YPFPNEDYFI22NO7Z5N

not attested not anchored not stored refs pending

A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency

Alex Gruenstein, Anjuli Kannan, Antoine Bruguier, Arun Narayanan, Bo Li, Cal Peyser, Chung-Cheng Chiu, David Garcia, David Rybach, Ding Zhao, Golan Pundak, Ian McGraw, Ke Hu, Minho Jin, Mirko Visontai, Qiao Liang, Raziel Alvarez, Rohit Prabhavalkar, Ruoming Pang, Shuo-yiin Chang, Tara N. Sainath, Trevor Strohman, Wei Li, Yanzhang He, Yash Sheth, Yonghui Wu, Yuan Shangguan, Yu Zhang, Zhifeng Chen

arxiv:2003.12710 v2 · 2020-03-28 · 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{PCNSNMI4YPFPNEDYFI22NO7Z5N}

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	2026-07-05T00:59:43.524151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

789b26b11cc3caf690782a35a6bbf9eb46485a90090864831dc57596a7af30f7

Aliases

arxiv: 2003.12710 · arxiv_version: 2003.12710v2 · doi: 10.48550/arxiv.2003.12710 · pith_short_12: PCNSNMI4YPFP · pith_short_16: PCNSNMI4YPFPNEDY · pith_short_8: PCNSNMI4

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/PCNSNMI4YPFPNEDYFI22NO7Z5N \
  | 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: 789b26b11cc3caf690782a35a6bbf9eb46485a90090864831dc57596a7af30f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e311c1df1a75ba0cece55ace517f38b837db2e6b429f3d75bf89cf8e76ca7cde",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-03-28T05:00:33Z",
    "title_canon_sha256": "b894b5d7113881b00eff4e7d95563027b00a1b4472fd3f61e7feeebfaac9d6b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.12710",
    "kind": "arxiv",
    "version": 2
  }
}