SOTAVerified

Language Identification

Language identification is the task of determining the language of a text.

Papers

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Showing 21–30 of 794 papers

TitleStatusHype
BERT-LID: Leveraging BERT to Improve Spoken Language IdentificationCode1
Improving Spoken Language Identification with Map-MixCode1
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data FiltersCode1
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language ModelsCode1
AfroLID: A Neural Language Identification Tool for African LanguagesCode1
Common Voice: A Massively-Multilingual Speech CorpusCode1
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority LanguagesCode1
MaskLID: Code-Switching Language Identification through Iterative MaskingCode1
PALI: A Language Identification Benchmark for Perso-Arabic ScriptsCode1
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social MediaCode1
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All datasetsVOXLINGUA107GlotLID-CNordic Language IdentificationOpenSubtitlesUniversal DependenciesVoxForge

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1wav2vec 2.0 LV-60KError rate7.2—Unverified
2XLS-RError rate5.7—Unverified
#ModelMetricClaimedVerifiedStatus
1GlotLIDMacro F10.98—Unverified
#ModelMetricClaimedVerifiedStatus
1FastTextAccuracy0.97—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy91.37—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy86.93—Unverified
#ModelMetricClaimedVerifiedStatus
1ConformerG-PAccuracy99.8—Unverified