Pith Number

pith:ZJFCIIXK

pith:2020:ZJFCIIXKI3QDNF3HMPLZSHVKE4

not attested not anchored not stored refs pending

Interactive Speech and Noise Modeling for Speech Enhancement

Chengyu Zheng, Sriram Srinivasan, Xiulian Peng, Yan Lu, Yuan Zhang

arxiv:2012.09408 v2 · 2020-12-17 · eess.AS · cs.SD · eess.SP

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZJFCIIXKI3QDNF3HMPLZSHVKE4}

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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

Exploring Length Generalization For Transformer-based Speech Enhancement

Receipt and verification

First computed	2026-07-05T02:32:02.575085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca4a2422ea46e036976763d7991eaa2709bd5dd045fb9c385f969fac90d9a61a

Aliases

arxiv: 2012.09408 · arxiv_version: 2012.09408v2 · doi: 10.48550/arxiv.2012.09408 · pith_short_12: ZJFCIIXKI3QD · pith_short_16: ZJFCIIXKI3QDNF3H · pith_short_8: ZJFCIIXK

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/ZJFCIIXKI3QDNF3HMPLZSHVKE4 \
  | 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: ca4a2422ea46e036976763d7991eaa2709bd5dd045fb9c385f969fac90d9a61a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc15fc99c03302186d561bd9b44c4b8153d92d474379345f8906a01a4a0a99c5",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-12-17T06:18:31Z",
    "title_canon_sha256": "6111fa8ed407d72024ddd7866774abee6633bdfd22245f94bf255b4bf69af014"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.09408",
    "kind": "arxiv",
    "version": 2
  }
}