Pith Number

pith:Q33I4SSQ

pith:2023:Q33I4SSQC4RQ3WWYWW46UMJZZ7

not attested not anchored not stored refs pending

Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering

Alexander H. Liu, Heng-Jui Chang, James Glass

arxiv:2305.11072 v1 · 2023-05-18 · cs.CL · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q33I4SSQC4RQ3WWYWW46UMJZZ7}

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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

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion

Receipt and verification

First computed	2026-07-05T06:11:30.099662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86f68e4a5017230ddad8b5b9ea3139cff5b329528a72deec9141ea7af93631e1

Aliases

arxiv: 2305.11072 · arxiv_version: 2305.11072v1 · doi: 10.48550/arxiv.2305.11072 · pith_short_12: Q33I4SSQC4RQ · pith_short_16: Q33I4SSQC4RQ3WWY · pith_short_8: Q33I4SSQ

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/Q33I4SSQC4RQ3WWYWW46UMJZZ7 \
  | 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: 86f68e4a5017230ddad8b5b9ea3139cff5b329528a72deec9141ea7af93631e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0569412b73d943863a07dda0ec1ed09af32c16635f90fe75b5f7dc4f0e4500e1",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-18T15:59:36Z",
    "title_canon_sha256": "2b242e3ca8e2b22290a2975a7cf915028dce9407e3e3c209e4dbd76b5f59b7ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11072",
    "kind": "arxiv",
    "version": 1
  }
}