Pith. sign in
Pith Number

pith:MTTVIHC4

pith:2023:MTTVIHC4UESKKC2ZT5WX3EKDZC
not attested not anchored not stored refs pending

SEFGAN: Harvesting the Power of Normalizing Flows and GANs for Efficient High-Quality Speech Enhancement

Bernd Edler, Martin Strauss, Nagashree K. S. Rao, Nicola Pia

arxiv:2312.01744 v1 · 2023-12-04 · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MTTVIHC4UESKKC2ZT5WX3EKDZC}

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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 2026-07-05T07:19:59.039960Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

64e7541c5ca124a50b599f6d7d9143c8bfac92229651aeb109295a5e9e37a04a

Aliases

arxiv: 2312.01744 · arxiv_version: 2312.01744v1 · doi: 10.48550/arxiv.2312.01744 · pith_short_12: MTTVIHC4UESK · pith_short_16: MTTVIHC4UESKKC2Z · pith_short_8: MTTVIHC4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MTTVIHC4UESKKC2ZT5WX3EKDZC \
  | 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: 64e7541c5ca124a50b599f6d7d9143c8bfac92229651aeb109295a5e9e37a04a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "686b137f9e54db821109b08f482392208341809501ca4898cd9f2f5210fbd278",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-12-04T09:10:08Z",
    "title_canon_sha256": "61c7b3743b0376535d61964e8de657ba94672a4a7b00d4d39f501846e0113999"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01744",
    "kind": "arxiv",
    "version": 1
  }
}