Pith. sign in
Pith Number

pith:M5FBHO2N

pith:2025:M5FBHO2NV2UBHWK2XKSWLP6CPR
not attested not anchored not stored refs pending

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM

Dyah A.M.G. Wisnu, Hsin-Min Wang, Ryandhimas E. Zezario, Yu Tsao

arxiv:2509.03013 v2 · 2025-09-03 · eess.AS · cs.SD

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{M5FBHO2NV2UBHWK2XKSWLP6CPR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 2026-07-05T12:04:41.359356Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

674a13bb4daea813d95abaa565bfc27c4209d3ca5aaf227ebc4082a54ba45c12

Aliases

arxiv: 2509.03013 · arxiv_version: 2509.03013v2 · doi: 10.48550/arxiv.2509.03013 · pith_short_12: M5FBHO2NV2UB · pith_short_16: M5FBHO2NV2UBHWK2 · pith_short_8: M5FBHO2N
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/M5FBHO2NV2UBHWK2XKSWLP6CPR \
  | 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: 674a13bb4daea813d95abaa565bfc27c4209d3ca5aaf227ebc4082a54ba45c12
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "46f7595f3d412336dc8955d02cdf3b0f0e94d33733eb65c439132bbc9c58f3cb",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-09-03T04:42:58Z",
    "title_canon_sha256": "d880ea8e33d903a547543283f97cdef775d0d0322e2577ee2604af96f60f870f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03013",
    "kind": "arxiv",
    "version": 2
  }
}