Pith Number

pith:KWWF2BZI

pith:2023:KWWF2BZIJY4YY7SUN445332IKM

not attested not anchored not stored refs pending

A Survey of AI Music Generation Tools and Models

Banafsheh Rekabdar, Jared Baca, Reza Rawassizadeh, Yueyue Zhu

arxiv:2308.12982 v1 · 2023-08-24 · cs.SD · cs.AI · cs.HC · 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{KWWF2BZIJY4YY7SUN445332IKM}

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.

Cited by

2 papers in Pith

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation

From Daily Song to Daily Self: Supporting Reflective Songwriting of Deaf and Hard-of-Hearing Individuals through Generative Music AI

Receipt and verification

First computed	2026-07-05T06:44:36.858609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55ac5d07284e398c7e546f39ddef4853383d18ef5cd918106956b0f96b6a8c1f

Aliases

arxiv: 2308.12982 · arxiv_version: 2308.12982v1 · doi: 10.48550/arxiv.2308.12982 · pith_short_12: KWWF2BZIJY4Y · pith_short_16: KWWF2BZIJY4YY7SU · pith_short_8: KWWF2BZI

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/KWWF2BZIJY4YY7SUN445332IKM \
  | 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: 55ac5d07284e398c7e546f39ddef4853383d18ef5cd918106956b0f96b6a8c1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ec369be12e0807c51bbe1d7121164e0aabd0ae48ab9e2f17af4a8ed87e0d393",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-08-24T00:49:08Z",
    "title_canon_sha256": "3b534784b56a01fb51363a0e936a64879dd178bdcd14813f4084d580819e04de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12982",
    "kind": "arxiv",
    "version": 1
  }
}