pith. sign in
Pith Number

pith:7H4IJWCG

pith:2017:7H4IJWCGKVP4TQJXFWBZGCQZ3P
not attested not anchored not stored refs pending

Music Transcription by Deep Learning with Data and "Artificial Semantic" Augmentation

Anis Rojbi, Mariia Tkachenko, Sergii Stirenko, Vadym Ovcharenko, Vladyslav Sarnatskyi, Yuri Gordienko

arxiv:1712.03228 v1 · 2017-12-08 · cs.SD · cs.LG · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7H4IJWCGKVP4TQJXFWBZGCQZ3P}

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 2026-05-18T00:28:21.929061Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f9f884d846555fc9c1372d83930a19dbe3ebbe901238a4234a633d6873b5fedb

Aliases

arxiv: 1712.03228 · arxiv_version: 1712.03228v1 · doi: 10.48550/arxiv.1712.03228 · pith_short_12: 7H4IJWCGKVP4 · pith_short_16: 7H4IJWCGKVP4TQJX · pith_short_8: 7H4IJWCG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7H4IJWCGKVP4TQJXFWBZGCQZ3P \
  | 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: f9f884d846555fc9c1372d83930a19dbe3ebbe901238a4234a633d6873b5fedb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b6be585c04849c3bb3e6f65c2b4289d88c7af221284c5894fd8b39eae05d1d6e",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2017-12-08T11:18:22Z",
    "title_canon_sha256": "ef54aa0a37441aad182b9a5ebc778b62f411333db7a30f071f33326bbb5ada59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.03228",
    "kind": "arxiv",
    "version": 1
  }
}