Pith Number

pith:WVFMUXRW

pith:2022:WVFMUXRW72EWXGYYUP65L2U5HQ

not attested not anchored not stored refs pending

Using Deep Learning with Large Aggregated Datasets for COVID-19 Classification from Cough

Aaron Broukhim, Akanksha Rajput, Amil Khanzada, Christian Canham, Daniel C. H. Tan, Esin Darici Haritaoglu, Gunvant Chaudhari, Jaclyn Xiao, Jennifer Ranjani J., Laura Gomezjurado, Mert Pilanci, Minami Yamaura, Nicholas Rasmussen, Praveen Govindan, Wei Chen

arxiv:2201.01669 v3 · 2022-01-05 · eess.AS · 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{WVFMUXRW72EWXGYYUP65L2U5HQ}

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

1 paper in Pith

Sound Signal Synthesis with Auxiliary Classifier GAN, COVID-19 cough as an example

Receipt and verification

First computed	2026-07-05T04:10:00.468709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b54aca5e36fe896b9b18a3fdd5ea9d3c354bed3a0fbde442a0734de69c158ac4

Aliases

arxiv: 2201.01669 · arxiv_version: 2201.01669v3 · doi: 10.48550/arxiv.2201.01669 · pith_short_12: WVFMUXRW72EW · pith_short_16: WVFMUXRW72EWXGYY · pith_short_8: WVFMUXRW

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/WVFMUXRW72EWXGYYUP65L2U5HQ \
  | 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: b54aca5e36fe896b9b18a3fdd5ea9d3c354bed3a0fbde442a0734de69c158ac4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22cb881e92ac508a8fd3f54ce182be5a1dd325f1b3621ad9a396a0f1324073ab",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2022-01-05T15:49:58Z",
    "title_canon_sha256": "2bf451af6fd14bdfdfe963a890225cd03c8ea2c578f2b3fce9bd55df9a626828"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.01669",
    "kind": "arxiv",
    "version": 3
  }
}