Pith Number

pith:4JG2IW2Q

pith:2024:4JG2IW2QL7GOTYYNYLHKEM5Z2T

not attested not anchored not stored refs pending

Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models

Christian J. Steinmetz, Gang Cheng, Hanzhi Yin, Richard M. Stern, Roger B. Dannenberg, Ruibin Yuan

arxiv:2403.16331 v1 · 2024-03-24 · cs.SD · 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{4JG2IW2QL7GOTYYNYLHKEM5Z2T}

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	2026-07-05T08:00:14.014110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e24da45b505fcce9e30dc2cea233b9d4d7b9f5055a8c4da3140a1eedb0133d34

Aliases

arxiv: 2403.16331 · arxiv_version: 2403.16331v1 · doi: 10.48550/arxiv.2403.16331 · pith_short_12: 4JG2IW2QL7GO · pith_short_16: 4JG2IW2QL7GOTYYN · pith_short_8: 4JG2IW2Q

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/4JG2IW2QL7GOTYYNYLHKEM5Z2T \
  | 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: e24da45b505fcce9e30dc2cea233b9d4d7b9f5055a8c4da3140a1eedb0133d34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ce55734e983ecb1ae9edac5eba58e9969e1e53082801a1f335240aa6b5d2bc2",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-03-24T23:50:15Z",
    "title_canon_sha256": "69cb42ca26405d3c7a24f33128794dc1d89b7d0667bcc632cad7b699ac06a944"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16331",
    "kind": "arxiv",
    "version": 1
  }
}