Pith Number

pith:FUBBGDNQ

pith:2025:FUBBGDNQL4PGH2VG527J2L6QGF

not attested not anchored not stored refs pending

Evaluating Speech-to-Text x LLM x Text-to-Speech Combinations for AI Interview Systems

Ali Ansari, Amirhossein Afsharrad, Aruj Mahajan, Nima Yazdani, Rumi Allbert, Seyed Shahabeddin Mousavi

arxiv:2507.16835 v2 · 2025-07-15 · eess.AS · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FUBBGDNQL4PGH2VG527J2L6QGF}

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.

Cited by

1 paper in Pith

Benchmarking LLMs on the Massive Sound Embedding Benchmark (MSEB)

Receipt and verification

First computed	2026-07-05T11:57:20.735222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d02130db05f1e63eaa6eebe9d2fd03160c7ff696d2f08060495cfcd63d27f80

Aliases

arxiv: 2507.16835 · arxiv_version: 2507.16835v2 · doi: 10.48550/arxiv.2507.16835 · pith_short_12: FUBBGDNQL4PG · pith_short_16: FUBBGDNQL4PGH2VG · pith_short_8: FUBBGDNQ

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/FUBBGDNQL4PGH2VG527J2L6QGF \
  | 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: 2d02130db05f1e63eaa6eebe9d2fd03160c7ff696d2f08060495cfcd63d27f80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f68d456e21a53532de9a831d70ca2a4e5047d2d797b6bedebcc4457555bf6bb0",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-07-15T22:30:55Z",
    "title_canon_sha256": "2a74c6fbe7b1095c421c599b9074586be640e2622664f54772810a3865e01983"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16835",
    "kind": "arxiv",
    "version": 2
  }
}