Pith Number

pith:O5YOIV4X

pith:2017:O5YOIV4XT3Y3GJ34WHIUJXRWBD

not attested not anchored not stored refs pending

Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification

Daniel Michelsanti, Zheng-Hua Tan

arxiv:1709.01703 v2 · 2017-09-06 · eess.AS · cs.LG · cs.SD · eess.SP · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O5YOIV4XT3Y3GJ34WHIUJXRWBD}

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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

Evaluating the Impact of Discriminative and Generative E2E Speech Enhancement Models on Syllable Stress Preservation

Receipt and verification

First computed	2026-07-05T00:16:29.575524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7770e457979ef1b3277cb1d144de3608d89abbfe43140244567d49e4f626458e

Aliases

arxiv: 1709.01703 · arxiv_version: 1709.01703v2 · doi: 10.48550/arxiv.1709.01703 · pith_short_12: O5YOIV4XT3Y3 · pith_short_16: O5YOIV4XT3Y3GJ34 · pith_short_8: O5YOIV4X

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/O5YOIV4XT3Y3GJ34WHIUJXRWBD \
  | 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: 7770e457979ef1b3277cb1d144de3608d89abbfe43140244567d49e4f626458e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c94990e2a8fe98619ee9d5448af3a9b86a0652dc0eddb1771fc2e7704625979",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2017-09-06T07:51:18Z",
    "title_canon_sha256": "9ff0c901881cc7b3e1b1fc16ce173d586d60038297f91b03028b1788749acda3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.01703",
    "kind": "arxiv",
    "version": 2
  }
}