Pith. sign in
Pith Number

pith:ROM2UKEH

pith:2021:ROM2UKEH2XHSYGTKS5UGZ6I2ER
not attested not anchored not stored refs pending

PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription

Chen Zhang, Jiawei Chen, Jiaxing Yu, Kejun Zhang, LuChin Chang, Tao Qin, Xu Tan

arxiv:2109.07940 v2 · 2021-09-16 · eess.AS · cs.SD

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ROM2UKEH2XHSYGTKS5UGZ6I2ER}

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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 2026-07-05T03:15:12.348625Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8b99aa2887d5cf2c1a6a97686cf91a244cd7d29e248100f05c1687a4bba8f1c9

Aliases

arxiv: 2109.07940 · arxiv_version: 2109.07940v2 · doi: 10.48550/arxiv.2109.07940 · pith_short_12: ROM2UKEH2XHS · pith_short_16: ROM2UKEH2XHSYGTK · pith_short_8: ROM2UKEH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ROM2UKEH2XHSYGTKS5UGZ6I2ER \
  | 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: 8b99aa2887d5cf2c1a6a97686cf91a244cd7d29e248100f05c1687a4bba8f1c9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "db3705e29c233ed50a5a75cb6debf818757138e8655ad61edc18019c29a01e43",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-09-16T12:48:25Z",
    "title_canon_sha256": "9f2f962fc239f28de0af0861d98c0a1f267cf956ed4c92215f3f9279c91a06be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.07940",
    "kind": "arxiv",
    "version": 2
  }
}