Pith. sign in
Pith Number

pith:A46EKE62

pith:2024:A46EKE62TMNHNWV6U7N7R5MP5A
not attested not anchored not stored refs pending

Speech-based Multimodel Pipeline for Vietnamese Services Quality Assessment

Minh-Duc Pham, Quang-Anh N.D., Thai Kim Dinh

arxiv:2412.09829 v2 · 2024-12-13 · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{A46EKE62TMNHNWV6U7N7R5MP5A}

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 2026-07-05T09:50:55.522933Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

073c4513da9b1a76dabea7dbf8f58fe81ae4b8c53376725bf0af0cacab3f899b

Aliases

arxiv: 2412.09829 · arxiv_version: 2412.09829v2 · doi: 10.48550/arxiv.2412.09829 · pith_short_12: A46EKE62TMNH · pith_short_16: A46EKE62TMNHNWV6 · pith_short_8: A46EKE62
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/A46EKE62TMNHNWV6U7N7R5MP5A \
  | 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: 073c4513da9b1a76dabea7dbf8f58fe81ae4b8c53376725bf0af0cacab3f899b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7934c0a63a2d920bd3a05275eb31d5c71e2543846bd7ff97e8413505121e093d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-12-13T03:41:55Z",
    "title_canon_sha256": "1bbdf7c999bc8a5215e9f936ad038696a3d9bbbb5d67bd45bbc090bca4f4c8b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09829",
    "kind": "arxiv",
    "version": 2
  }
}