Pith Number

pith:DXKRG35L

pith:2026:DXKRG35LGSFIF4SGJIAQFA24JA

not attested not anchored not stored refs pending

Discriminative-Generative Target Speaker Extraction with Decoder-Only Language Models

Bang Zeng, Beilong Tang, Ming Li, Wang Xiang

arxiv:2601.06006 v2 · 2026-01-09 · eess.AS · cs.SD

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DXKRG35LGSFIF4SGJIAQFA24JA}

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	2026-05-21T02:04:56.962412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dd5136fab348a82f2464a0102835c483a91c00aba644b1804e41ca0d26e3224

Aliases

arxiv: 2601.06006 · arxiv_version: 2601.06006v2 · doi: 10.48550/arxiv.2601.06006 · pith_short_12: DXKRG35LGSFI · pith_short_16: DXKRG35LGSFIF4SG · pith_short_8: DXKRG35L

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/DXKRG35LGSFIF4SGJIAQFA24JA \
  | 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: 1dd5136fab348a82f2464a0102835c483a91c00aba644b1804e41ca0d26e3224

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4c7edd87baeef71ca0551fb52c8d2a7654ac8b0e43cf94b3106cdc84cced5ab",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-01-09T18:41:12Z",
    "title_canon_sha256": "89f7807ec448b40e03d684bb8c9f475178e1ac485139111dbbf7b44367d8a6a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.06006",
    "kind": "arxiv",
    "version": 2
  }
}