Pith Number

pith:HV2IICLO

pith:2024:HV2IICLOF7WTMP5TKECFHOHUGN

not attested not anchored not stored refs pending

TSELM: Target Speaker Extraction using Discrete Tokens and Language Models

Bang Zeng, Beilong Tang, Ming Li

arxiv:2409.07841 v3 · 2024-09-12 · cs.SD · cs.LG · 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{HV2IICLOF7WTMP5TKECFHOHUGN}

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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

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

Receipt and verification

First computed	2026-07-05T09:07:51.214053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d7484096e2fed363fb3510453b8f4337b200a47e221e5cdb10ae0d2a8791f0e

Aliases

arxiv: 2409.07841 · arxiv_version: 2409.07841v3 · doi: 10.48550/arxiv.2409.07841 · pith_short_12: HV2IICLOF7WT · pith_short_16: HV2IICLOF7WTMP5T · pith_short_8: HV2IICLO

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/HV2IICLOF7WTMP5TKECFHOHUGN \
  | 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: 3d7484096e2fed363fb3510453b8f4337b200a47e221e5cdb10ae0d2a8791f0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c55b19a342270e8c555f47527c291b3735a4825b10b15c5fc3b1352b646ed9d",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-09-12T08:41:07Z",
    "title_canon_sha256": "d0ccc253c4d44112ea69c051149a3978c4b746bacabcf50f71c9cc18aefbe947"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.07841",
    "kind": "arxiv",
    "version": 3
  }
}