SOTAVerified

Language Identification

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

Papers

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Showing 161–170 of 794 papers

TitleStatusHype
Automatic Spoken Language Identification using a Time-Delay Neural Network—0
Pretraining Approaches for Spoken Language Recognition: TalTech Submission to the OLR 2021 Challenge—0
Building Machine Translation Systems for the Next Thousand Languages—0
TuGeBiC: A Turkish German Bilingual Code-Switching Corpus—0
Findings of the Shared Task on Multi-task Learning in Dravidian Languages—0
Unsupervised Preference-Aware Language IdentificationCode0
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language ModelsCode1
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
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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