SOTAVerified

Language Identification

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

Papers

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Showing 151–160 of 794 papers

TitleStatusHype
Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario—0
CoSwID, a Code Switching Identification Method Suitable for Under-Resourced Languages—0
Universal Dependencies Treebank for Tatar: Incorporating Intra-Word Code-Switching Information—0
GeezSwitch: Language Identification in Typologically Related Low-resourced East African LanguagesCode0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru forSpeech Recognition—0
HeLI-OTS, Off-the-shelf Language Identifier for Text—0
MHE: Code-Mixed Corpora for Similar Language Identification—0
Adversarial synthesis based data-augmentation for code-switched spoken language identification—0
FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechCode0
Modernizing Open-Set Speech 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