SOTAVerified

Language Identification

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

Papers

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Showing 1–25 of 794 papers

TitleStatusHype
CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-trainingCode11
An Initial Investigation of Language Adaptation for TTS Systems under Low-resource ScenariosCode2
MathPile: A Billion-Token-Scale Pretraining Corpus for MathCode2
TweetNLP: Cutting-Edge Natural Language Processing for Social MediaCode2
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language ModelsCode1
Language-Informed Beam Search Decoding for Multilingual Machine TranslationCode1
MaskLID: Code-Switching Language Identification through Iterative MaskingCode1
FastSpell: the LangId Magic SpellCode1
Hyperseed: Unsupervised Learning with Vector Symbolic ArchitecturesCode1
GlotLID: Language Identification for Low-Resource LanguagesCode1
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text DetectionCode1
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social MediaCode1
Language and Speech Technology for Central Kurdish VarietiesCode1
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text CorpusCode1
A reproduction of Apple's bi-directional LSTM models for language identification in short stringsCode1
Bhasha-Abhijnaanam: Native-script and romanized Language Identification for 22 Indic languagesCode1
AfroLID: A Neural Language Identification Tool for African LanguagesCode1
BERT-LID: Leveraging BERT to Improve Spoken Language IdentificationCode1
An Open Dataset and Model for Language IdentificationCode1
DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed TextCode1
Common Voice: A Massively-Multilingual Speech CorpusCode1
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority LanguagesCode1
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data FiltersCode1
IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languagesCode1
Improving Spoken Language Identification with Map-MixCode1
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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