Pith. sign in
Pith Number

pith:AYHZVWJL

pith:2023:AYHZVWJLQTKDW5CNF76GIDEV5P
not attested not anchored not stored refs pending

SPGM: Prioritizing Local Features for enhanced speech separation performance

Bin Ma, Chongjia Ni, Chong Zhang, Dianwen Ng, Eng Siong Chng, Hao Wang, Jia Qi Yip, Kun Zhou, Shengkui Zhao, Trung Hieu Nguyen, Yukun Ma

arxiv:2309.12608 v2 · 2023-09-22 · eess.AS · cs.SD

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AYHZVWJLQTKDW5CNF76GIDEV5P}

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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.
Receipt and verification
First computed 2026-07-05T07:54:03.811834Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

060f9ad92b84d43b744d2ffc640c95ebc15d321ff9a6423ee0f7c0be1e2d395b

Aliases

arxiv: 2309.12608 · arxiv_version: 2309.12608v2 · doi: 10.48550/arxiv.2309.12608 · pith_short_12: AYHZVWJLQTKD · pith_short_16: AYHZVWJLQTKDW5CN · pith_short_8: AYHZVWJL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AYHZVWJLQTKDW5CNF76GIDEV5P \
  | 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: 060f9ad92b84d43b744d2ffc640c95ebc15d321ff9a6423ee0f7c0be1e2d395b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c80285278182b36e05a191adb5a902ae3581c4768516e41645590bf246610d40",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-09-22T03:48:50Z",
    "title_canon_sha256": "996f86cef504a7ace08077cf52e95371dddde20892ac6c53f2cd81f31a61d601"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.12608",
    "kind": "arxiv",
    "version": 2
  }
}