SOTAVerified

Language Identification

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

Papers

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Showing 91–100 of 794 papers

TitleStatusHype
Detecting Structured Language Alternations in Historical Documents by Combining Language Identification with Fourier Analysis—0
Acoustic characterization of speech rhythm: going beyond metrics with recurrent neural networks—0
Language Detection for Transliterated Content—0
Generative linguistic representation for spoken language identification—0
Cross-Linguistic Offensive Language Detection: BERT-Based Analysis of Bengali, Assamese, & Bodo Conversational Hateful Content from Social Media—0
Leveraging Language ID to Calculate Intermediate CTC Loss for Enhanced Code-Switching Speech Recognition—0
Attention-Guided Adaptation for Code-Switching Speech Recognition—0
Native Language Identification with Large Language Models—0
Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification—0
A Text-to-Text Model for Multilingual Offensive 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