SOTAVerified

Language Identification

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

Papers

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Showing 181–190 of 794 papers

TitleStatusHype
Findings of the Shared Task on Multi-task Learning in Dravidian Languages—0
Automated speech tools for helping communities process restricted-access corpora for language revival efforts—0
Transducer-based language embedding for spoken language identification—0
Partial Coupling of Optimal Transport for Spoken Language Identification—0
Improving Language Identification of Accented Speech—0
Code Switched and Code Mixed Speech Recognition for Indic languages—0
Geographic Adaptation of Pretrained Language ModelsCode0
Automatic Language Identification for Celtic Texts—0
Enhance Language Identification using Dual-mode Model with Knowledge DistillationCode0
Towards a Common Speech Analysis Engine—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