Pith. sign in
Pith Number

pith:UWQRB3WX

pith:2022:UWQRB3WX67R2XBCBVWBD3JFYFX
not attested not anchored not stored refs pending

Conditional variational autoencoder to improve neural audio synthesis for polyphonic music sound

DaeHo Lee, Inseon Jang, Minhan Kim, Seokjin Lee, Seunghyeon Shin, Wootaek Lim

arxiv:2211.08715 v1 · 2022-11-16 · cs.SD · cs.LG · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UWQRB3WX67R2XBCBVWBD3JFYFX}

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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.
Receipt and verification
First computed 2026-07-05T05:16:43.116838Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a5a110eed7f7e3ab8441ad823da4b82dcdf49330ec8cbed122fcb3728cf6f471

Aliases

arxiv: 2211.08715 · arxiv_version: 2211.08715v1 · doi: 10.48550/arxiv.2211.08715 · pith_short_12: UWQRB3WX67R2 · pith_short_16: UWQRB3WX67R2XBCB · pith_short_8: UWQRB3WX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UWQRB3WX67R2XBCBVWBD3JFYFX \
  | 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: a5a110eed7f7e3ab8441ad823da4b82dcdf49330ec8cbed122fcb3728cf6f471
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9b391f59045bb8cabb323ee6131a7387c012e355dd2d28750dc374c8e2128228",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-11-16T07:11:56Z",
    "title_canon_sha256": "535deea14a8c4e1b280147b22e8971eaec3a4b7bd8831b9d17707a85e38b5f0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.08715",
    "kind": "arxiv",
    "version": 1
  }
}