Pith Number

pith:TUXJPIEC

pith:2020:TUXJPIECKBSUFHMR6SGEAZ2VYO

not attested not anchored not stored refs pending

A variational autoencoder for music generation controlled by tonal tension

Chris Kiefer, Dorien Herremans, Ivor Simpson, Rui Guo, Thor Magnusson

arxiv:2010.06230 v2 · 2020-10-13 · cs.SD · cs.SC · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TUXJPIECKBSUFHMR6SGEAZ2VYO}

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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

BEAT: Tokenizing and Generating Symbolic Music by Uniform Temporal Steps

Receipt and verification

First computed	2026-07-05T01:42:57.108880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d2e97a0825065429d91f48c406755c3b177fc1f52bb13464d317d335a39cc9a

Aliases

arxiv: 2010.06230 · arxiv_version: 2010.06230v2 · doi: 10.48550/arxiv.2010.06230 · pith_short_12: TUXJPIECKBSU · pith_short_16: TUXJPIECKBSUFHMR · pith_short_8: TUXJPIEC

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/TUXJPIECKBSUFHMR6SGEAZ2VYO \
  | 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: 9d2e97a0825065429d91f48c406755c3b177fc1f52bb13464d317d335a39cc9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee90579fa90f59563498c77aa3467dfd777c05d5e2956e2f2205d89b956080f4",
    "cross_cats_sorted": [
      "cs.SC",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2020-10-13T08:37:22Z",
    "title_canon_sha256": "d8fa569fbb22b5a2a0f9241b792e117b1c7a1bbc51033389117d8279259f0e26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.06230",
    "kind": "arxiv",
    "version": 2
  }
}