SOTAVerified

Language Identification

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

Papers

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Showing 511–520 of 794 papers

TitleStatusHype
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial TrainingCode0
A Regression Model of Recurrent Deep Neural Networks for Noise Robust Estimation of the Fundamental Frequency Contour of Speech—0
Discovering Parallel Language Resources for Training MT Engines—0
Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines—0
Collecting Code-Switched Data from Social Media—0
VAST: A Corpus of Video Annotation for Speech Technologies—0
Multilingual Multi-class Sentiment Classification Using Convolutional Neural NetworksCode0
Building Parallel Monolingual Gan Chinese Dialects Corpus—0
Building a TOCFL Learner Corpus for Chinese Grammatical Error Diagnosis—0
From `Solved Problems' to New Challenges: A Report on LDC Activities—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