SOTAVerified

Language Identification

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

Papers

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Showing 141–150 of 794 papers

TitleStatusHype
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition—0
Acoustic characterization of speech rhythm: going beyond metrics with recurrent neural networks—0
CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention—0
Challenges of Computational Processing of Code-Switching—0
Chinese Native Language Identification—0
CIC-FBK Approach to Native Language Identification—0
Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines—0
Classifier Stacking for Native Language Identification—0
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects—0
Challenges in Neural Language Identification: NRC at VarDial 2020—0
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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