Pith Number

pith:WDSLZNQK

pith:2025:WDSLZNQKNG7WYFZUBTMQLQLJUZ

not attested not anchored not stored refs pending

TGIF: Talker Group-Informed Familiarization of Target Speaker Extraction

Minje Kim, Tsun-An Hsieh

arxiv:2507.14044 v1 · 2025-07-18 · 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{WDSLZNQKNG7WYFZUBTMQLQLJUZ}

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.

Cited by

1 paper in Pith

From Diet to Free Lunch: Estimating Auxiliary Signal Properties using Dynamic Pruning Masks in Speech Enhancement Networks

Receipt and verification

First computed	2026-07-05T11:48:51.661394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0e4bcb60a69bf6c17340cd905c169a67a29e4a78d5000c22b52581b840a5d2d

Aliases

arxiv: 2507.14044 · arxiv_version: 2507.14044v1 · doi: 10.48550/arxiv.2507.14044 · pith_short_12: WDSLZNQKNG7W · pith_short_16: WDSLZNQKNG7WYFZU · pith_short_8: WDSLZNQK

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/WDSLZNQKNG7WYFZUBTMQLQLJUZ \
  | 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: b0e4bcb60a69bf6c17340cd905c169a67a29e4a78d5000c22b52581b840a5d2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "153c407efa6606efafd9b8a391881248326f56ad181490c3597bc43a5e28488f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-07-18T16:12:22Z",
    "title_canon_sha256": "a4010e1f5fecb166f28de3c85ee4a5979ef948b6ca40a2bd131dc7095f93bb23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14044",
    "kind": "arxiv",
    "version": 1
  }
}