SOTAVerified

Language Identification

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

Papers

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Showing 31–40 of 794 papers

TitleStatusHype
AfriHuBERT: A self-supervised speech representation model for African languagesCode0
Improving Multilingual ASR in the Wild Using Simple N-best Re-ranking—0
Leveraging Open-Source Large Language Models for Native Language Identification—0
Enhancing Code-Switching Speech Recognition with LID-Based Collaborative Mixture of Experts Model—0
Literary and Colloquial Dialect Identification for Tamil using Acoustic Features—0
Language-Informed Beam Search Decoding for Multilingual Machine TranslationCode1
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and BeyondCode1
Towards Generalized Offensive Language Identification—0
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models—0
SC-MoE: Switch Conformer Mixture of Experts for Unified Streaming and Non-streaming Code-Switching ASR—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