Pith Number

pith:ELEPSV6N

pith:2025:ELEPSV6N6WO7435SYAPCIVIQCE

not attested not anchored not stored refs pending

UniFlow: Unifying Speech Front-End Tasks via Continuous Generative Modeling

Boyi Kang, Chuanzeng Huang, Jixun Yao, Lei Xie, Xianjun Xia, Xingchen Li, Yike Zhu, Zikai Liu, Ziqian Wang

arxiv:2508.07558 v1 · 2025-08-11 · eess.AS

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\usepackage{pith}
\pithnumber{ELEPSV6N6WO7435SYAPCIVIQCE}

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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

Post-Training Speech Enhancement Language Models with Perceptual Rewards

Receipt and verification

First computed	2026-07-05T11:51:48.329420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22c8f957cdf59dfe6fb2c01e245510113ee1aa0b9e212e62f2f05947efd1ee86

Aliases

arxiv: 2508.07558 · arxiv_version: 2508.07558v1 · doi: 10.48550/arxiv.2508.07558 · pith_short_12: ELEPSV6N6WO7 · pith_short_16: ELEPSV6N6WO7435S · pith_short_8: ELEPSV6N

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/ELEPSV6N6WO7435SYAPCIVIQCE \
  | 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: 22c8f957cdf59dfe6fb2c01e245510113ee1aa0b9e212e62f2f05947efd1ee86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3c2908303f81d1a3ef844bf13c9697d884360fdc45169b426b2997c7ed303cb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-08-11T02:35:54Z",
    "title_canon_sha256": "89697a7393ee437b29a42cef768ab111021ade040b9dd886357358dbdad2649b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07558",
    "kind": "arxiv",
    "version": 1
  }
}