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Language Identification

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

Papers

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Showing 71–80 of 794 papers

TitleStatusHype
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
Offensive Language Identification in Transliterated and Code-Mixed Bangla—0
The Obscure Limitation of Modular Multilingual Language Models—0
Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability—0
OffMix-3L: A Novel Code-Mixed Dataset in Bangla-English-Hindi for Offensive Language IdentificationCode0
GlotLID: Language Identification for Low-Resource LanguagesCode1
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition—0
Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond—0
Wavelet Scattering Transform for Improving Generalization in Low-Resourced 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