Pith Number

pith:M2U3IQLP

pith:2024:M2U3IQLPBNLBBE4XJRKEQ6KBVQ

not attested not anchored not stored refs pending

Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking

Cecilia Mascolo, Georgios Rizos, Jagmohan Chauhan, Jing Han, Mohammed Mosuily, Tong Xia, Yang Liu, Yuwei Zhang, Yu Wu

arxiv:2406.16148 v3 · 2024-06-23 · cs.SD · cs.AI · cs.LG · 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{M2U3IQLPBNLBBE4XJRKEQ6KBVQ}

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

CoughPhase-CLR: Designing an acoustics-informed foundation model for coughing sound classification

RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification

Receipt and verification

First computed	2026-07-05T09:32:32.236943Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66a9b4416f0b561093974c54487941ac391e089e8ec2e0472be9b0116562e93f

Aliases

arxiv: 2406.16148 · arxiv_version: 2406.16148v3 · doi: 10.48550/arxiv.2406.16148 · pith_short_12: M2U3IQLPBNLB · pith_short_16: M2U3IQLPBNLBBE4X · pith_short_8: M2U3IQLP

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/M2U3IQLPBNLBBE4XJRKEQ6KBVQ \
  | 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: 66a9b4416f0b561093974c54487941ac391e089e8ec2e0472be9b0116562e93f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0ca201d3def05a603d9badc971152ab608cb3b801833efe785a81dcb6b4078a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-06-23T16:04:26Z",
    "title_canon_sha256": "81f7f39a49346978fc19b5ca4a20e37679a15f6eaba12485745766597169ae88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16148",
    "kind": "arxiv",
    "version": 3
  }
}