Pith Number

pith:GVM52I2N

pith:2024:GVM52I2NZZC2LLVH7ZLTPVQYDY

not attested not anchored not stored refs pending

Improving curriculum learning for target speaker extraction with synthetic speakers

Junichi Yamagishi, Xuechen Liu, Yun Liu

arxiv:2410.00811 v2 · 2024-10-01 · cs.SD · 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{GVM52I2NZZC2LLVH7ZLTPVQYDY}

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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

Libri2Vox Dataset: Target Speaker Extraction with Diverse Speaker Conditions and Synthetic Data

Receipt and verification

First computed	2026-07-05T09:16:22.553448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3559dd234dce45a5aea7fe5737d6181e046ffb312fa4c31c99d0df129a04da78

Aliases

arxiv: 2410.00811 · arxiv_version: 2410.00811v2 · doi: 10.48550/arxiv.2410.00811 · pith_short_12: GVM52I2NZZC2 · pith_short_16: GVM52I2NZZC2LLVH · pith_short_8: GVM52I2N

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/GVM52I2NZZC2LLVH7ZLTPVQYDY \
  | 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: 3559dd234dce45a5aea7fe5737d6181e046ffb312fa4c31c99d0df129a04da78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa36b3cf23aac55bf4805e839bef26f6763c4ccb4c28f088584be1fccc8d71d2",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-10-01T15:57:35Z",
    "title_canon_sha256": "9272d8033c72dc896d81834e8004fcd6328617063f6647c7bc340d8f45477443"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.00811",
    "kind": "arxiv",
    "version": 2
  }
}