SOTAVerified

Language Identification

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

Papers

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Showing 1–10 of 794 papers

TitleStatusHype
CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-trainingCode11
An Initial Investigation of Language Adaptation for TTS Systems under Low-resource ScenariosCode2
TweetNLP: Cutting-Edge Natural Language Processing for Social MediaCode2
MathPile: A Billion-Token-Scale Pretraining Corpus for MathCode2
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data FiltersCode1
An Open Dataset and Model for Language IdentificationCode1
Bhasha-Abhijnaanam: Native-script and romanized Language Identification for 22 Indic languagesCode1
A reproduction of Apple's bi-directional LSTM models for language identification in short stringsCode1
AfroLID: A Neural Language Identification Tool for African LanguagesCode1
BERT-LID: Leveraging BERT to Improve Spoken Language IdentificationCode1
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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