SOTAVerified

Language Identification

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

Papers

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Showing 141–150 of 794 papers

TitleStatusHype
IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languagesCode1
Unravelling Interlanguage Facts via Explainable Machine Learning—0
Extending RNN-T-based speech recognition systems with emotion and language classification—0
Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource DevicesCode0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru for Speech Recognition—0
TechSSN at SemEval-2022 Task 6: Intended Sarcasm Detection using Transformer Models—0
TweetNLP: Cutting-Edge Natural Language Processing for Social MediaCode2
Language Identification for Austronesian LanguagesCode0
Word-level Language Identification Using Subword Embeddings for Code-mixed Bangla-English Social Media DataCode1
CoSwID, a Code Switching Identification Method Suitable for Under-Resourced Languages—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