Pith Number

pith:OIC6KEAX

pith:2024:OIC6KEAXMRTLDZYDOPF4OMMKCQ

not attested not anchored not stored refs pending

Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation

Jiaqi Su, Ke Chen, Shlomo Dubnov, Taylor Berg-Kirkpatrick, Zeyu Jin

arxiv:2408.16126 v1 · 2024-08-28 · cs.SD · cs.AI · 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{OIC6KEAXMRTLDZYDOPF4OMMKCQ}

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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

SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction through a Cascaded Generative Pipeline

Receipt and verification

First computed	2026-07-05T09:00:26.331725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7205e510176466b1e70373cbc7318a14209a6ec769ceb031bb3d84cc6340c3a2

Aliases

arxiv: 2408.16126 · arxiv_version: 2408.16126v1 · doi: 10.48550/arxiv.2408.16126 · pith_short_12: OIC6KEAXMRTL · pith_short_16: OIC6KEAXMRTLDZYD · pith_short_8: OIC6KEAX

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/OIC6KEAXMRTLDZYDOPF4OMMKCQ \
  | 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: 7205e510176466b1e70373cbc7318a14209a6ec769ceb031bb3d84cc6340c3a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "319814219d306dcfca73668f5d995f23b77dd83553011f9b1d32d49955d3ff9c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-08-28T20:26:34Z",
    "title_canon_sha256": "cb20f5357c5ff4576550c923f9c85907e6df37cb8ce041ad063af33b7ccaef32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.16126",
    "kind": "arxiv",
    "version": 1
  }
}