SOTAVerified

Language Identification

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

Papers

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Showing 151–175 of 794 papers

TitleStatusHype
Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario—0
GeezSwitch: Language Identification in Typologically Related Low-resourced East African LanguagesCode0
CoSwID, a Code Switching Identification Method Suitable for Under-Resourced Languages—0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru forSpeech Recognition—0
Universal Dependencies Treebank for Tatar: Incorporating Intra-Word Code-Switching Information—0
HeLI-OTS, Off-the-shelf Language Identifier for Text—0
MHE: Code-Mixed Corpora for Similar Language Identification—0
Adversarial synthesis based data-augmentation for code-switched spoken language identification—0
FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechCode0
Modernizing Open-Set Speech Language Identification—0
Automatic Spoken Language Identification using a Time-Delay Neural Network—0
Pretraining Approaches for Spoken Language Recognition: TalTech Submission to the OLR 2021 Challenge—0
Building Machine Translation Systems for the Next Thousand Languages—0
TuGeBiC: A Turkish German Bilingual Code-Switching Corpus—0
Findings of the Shared Task on Multi-task Learning in Dravidian Languages—0
Unsupervised Preference-Aware Language IdentificationCode0
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language ModelsCode1
Automated speech tools for helping communities process restricted-access corpora for language revival efforts—0
Transducer-based language embedding for spoken language identification—0
Partial Coupling of Optimal Transport for Spoken Language Identification—0
Improving Language Identification of Accented Speech—0
Code Switched and Code Mixed Speech Recognition for Indic languages—0
PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language IdentificationCode1
Geographic Adaptation of Pretrained Language ModelsCode0
Automatic Language Identification for Celtic Texts—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