SOTAVerified

Language Identification

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

Papers

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Showing 51–60 of 794 papers

TitleStatusHype
FastSpell: the LangId Magic SpellCode1
What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy ConditionsCode0
Geographically-Informed Language IdentificationCode0
More than words: Advancements and challenges in speech recognition for singing—0
Validating and Exploring Large Geographic Corpora—0
Aligning Speech to Languages to Enhance Code-switching Speech Recognition—0
Language and Speech Technology for Central Kurdish VarietiesCode1
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text DetectionCode1
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language IdentificationCode0
Code-Switched Language Identification is Harder Than You ThinkCode0
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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