Pith Number

pith:LZY243VW

pith:2025:LZY243VWTCXN3KXZ4LWCBXVRIE

not attested not anchored not stored refs pending

Hybrid-Sep: Language-queried audio source separation via pre-trained Model Fusion and Adversarial Diffusion Training

Guangzheng Li, Jianyuan Feng, Yangfei Xu

arxiv:2506.16833 v1 · 2025-06-20 · 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{LZY243VWTCXN3KXZ4LWCBXVRIE}

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	2026-07-05T11:24:43.612140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e71ae6eb698aeddaaf9e2ec20deb1410fd771ae1267d3e41a744942f149e312

Aliases

arxiv: 2506.16833 · arxiv_version: 2506.16833v1 · doi: 10.48550/arxiv.2506.16833 · pith_short_12: LZY243VWTCXN · pith_short_16: LZY243VWTCXN3KXZ · pith_short_8: LZY243VW

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/LZY243VWTCXN3KXZ4LWCBXVRIE \
  | 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: 5e71ae6eb698aeddaaf9e2ec20deb1410fd771ae1267d3e41a744942f149e312

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "033cbd62dbec0aa7a944ec903f7fed7f53c988d5281b4db3e5cca5b3e3c33072",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-06-20T08:38:51Z",
    "title_canon_sha256": "71e559a34c4683bd37e270226a0b6574cd6f75478e936d61733509c3164d85e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16833",
    "kind": "arxiv",
    "version": 1
  }
}