Pith Number

pith:SKE2NBLR

pith:2026:SKE2NBLRWVOUNN7SRJKKBGGJEN

not attested not anchored not stored refs pending

MUSCAT: MUltilingual, SCientific ConversATion Benchmark

Alexander Waibel, Enes Ugan, Jan Niehues, Supriti Sinhamahapatra, Thai-Binh Nguyen, Yi\u{g}it O\u{g}uz

MUSCAT introduces a benchmark of bilingual scientific discussions to test ASR systems on mixed-language inputs and code-switching.

arxiv:2604.15929 v2 · 2026-04-17 · cs.CL

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\usepackage{pith}
\pithnumber{SKE2NBLRWVOUNN7SRJKKBGGJEN}

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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

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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.

Claims

C1strongest claim

We propose a new benchmark to evaluate current Automatic Speech Recognition (ASR) systems, whether they are able to handle these challenges. Experimental results demonstrate that the proposed dataset is still an open challenge for state-of-the-art ASR systems.

C2weakest assumption

The bilingual discussions constructed for the benchmark accurately represent the real-world challenges of mixed multilingual input, specific vocabulary, and code-switching in scientific conversations.

C3one line summary

MUSCAT is a benchmark of bilingual scientific conversations designed to evaluate ASR systems on code-switching and domain-specific challenges.

Cited by

2 papers in Pith

MUSCAT: MUltilingual, SCientific ConversATion Benchmark

Receipt and verification

First computed	2026-05-20T00:05:44.791091Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9289a68571b55d46b7f28a54a098c9237a41d3e75b13c9ce61da845ebae538f2

Aliases

arxiv: 2604.15929 · arxiv_version: 2604.15929v2 · doi: 10.48550/arxiv.2604.15929 · pith_short_12: SKE2NBLRWVOU · pith_short_16: SKE2NBLRWVOUNN7S · pith_short_8: SKE2NBLR

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/SKE2NBLRWVOUNN7SRJKKBGGJEN \
  | 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: 9289a68571b55d46b7f28a54a098c9237a41d3e75b13c9ce61da845ebae538f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54de44658172ddf00f1ce44369b1df634032bf257d72e15a2e5ce579f574d9c0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-04-17T10:39:01Z",
    "title_canon_sha256": "7c9d282de657efb8aa36a91925d7c3188ba5d23806d7eceee5bb901408e97c81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2604.15929",
    "kind": "arxiv",
    "version": 2
  }
}