Pith Number

pith:UMFYPHPD

pith:2026:UMFYPHPDLU5VXCUF7QAGF2VZ5S

not attested not anchored not stored refs pending

Rethinking Language Model-Based Generative Speech Enhancement in the Latent Space of a Neural Audio Codec

Tim Fingscheidt, Yihui Fu, Zhengyang Li

arxiv:2608.12082 v1 · 2026-08-12 · eess.AS

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\usepackage{pith}
\pithnumber{UMFYPHPDLU5VXCUF7QAGF2VZ5S}

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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

Rethinking Language Model-Based Generative Speech Enhancement in the Latent Space of a Neural Audio Codec

Receipt and verification

First computed	2026-08-13T01:29:26.960229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a30b879de35d3b5b8a85fc0062eab9ec90fdfedd60b557c2d2363e27c7ab3d14

Aliases

arxiv: 2608.12082 · arxiv_version: 2608.12082v1 · doi: 10.48550/arxiv.2608.12082 · pith_short_12: UMFYPHPDLU5V · pith_short_16: UMFYPHPDLU5VXCUF · pith_short_8: UMFYPHPD

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/UMFYPHPDLU5VXCUF7QAGF2VZ5S \
  | 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: a30b879de35d3b5b8a85fc0062eab9ec90fdfedd60b557c2d2363e27c7ab3d14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d2d0c160783d86232881ed497ef766f5e1a38e96c761a5f130736f852d04da4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-08-12T14:04:37Z",
    "title_canon_sha256": "1e647e4a43b4f87e2ea85fc1d5b212a48fc95c823fa3f1908f96496ab25ce997"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12082",
    "kind": "arxiv",
    "version": 1
  }
}