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Language Identification

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

Papers

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Showing 281–290 of 794 papers

TitleStatusHype
Can Sequence-to-Sequence Models Crack Substitution Ciphers?—0
Unsupervised neural adaptation model based on optimal transport for spoken language identification—0
Exploring wav2vec 2.0 on speaker verification and language identification—0
Discriminating Between Similar Nordic LanguagesCode0
Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification SystemsCode1
Uralic Language Identification (ULI) 2020 shared task dataset and the Wanca 2017 corpora—0
A Report on the VarDial Evaluation Campaign 2020—0
Challenges in Neural Language Identification: NRC at VarDial 2020—0
Native-Language Identification with Attention—0
Leveraging Latent Representations of Speech for Indian Language Identification—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