Pith Number

pith:UKNZHFZN

pith:2021:UKNZHFZNUFB6FLCI7EVTSKNUVT

not attested not anchored not stored refs pending

Energy Consumption of Deep Generative Audio Models

Constance Douwes, Jean-Pierre Briot, Philippe Esling

arxiv:2107.02621 v2 · 2021-07-06 · cs.LG · cs.SD · 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{UKNZHFZNUFB6FLCI7EVTSKNUVT}

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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

Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models

Receipt and verification

First computed	2026-07-05T03:22:22.990534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a29b93972da143e2ac48f92b3929b4ace41c5f9d177dffde58270bb14eb78600

Aliases

arxiv: 2107.02621 · arxiv_version: 2107.02621v2 · doi: 10.48550/arxiv.2107.02621 · pith_short_12: UKNZHFZNUFB6 · pith_short_16: UKNZHFZNUFB6FLCI · pith_short_8: UKNZHFZN

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/UKNZHFZNUFB6FLCI7EVTSKNUVT \
  | 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: a29b93972da143e2ac48f92b3929b4ace41c5f9d177dffde58270bb14eb78600

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cebb2ccaf8991f0fa3e79cc3b8b8c55550e0fcd82f3327a3ad8e18bd71fd925",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-06T13:52:27Z",
    "title_canon_sha256": "52a7045251ea550bbc6b7c06f0f75ad447222a1fa711f730f66efa6e0394c2e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.02621",
    "kind": "arxiv",
    "version": 2
  }
}