SOTAVerified

Language Identification

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

Papers

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Showing 151–200 of 794 papers

TitleStatusHype
Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario—0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru forSpeech Recognition—0
CoSwID, a Code Switching Identification Method Suitable for Under-Resourced Languages—0
Dialects Identification of Armenian Language—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
Improving Language Identification of Accented Speech—0
Partial Coupling of Optimal Transport for Spoken Language Identification—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
Enhance Language Identification using Dual-mode Model with Knowledge DistillationCode0
BERT-LID: Leveraging BERT to Improve Spoken Language IdentificationCode1
Towards a Common Speech Analysis Engine—0
Attentive Temporal Pooling for Conformer-based Streaming Language Identification in Long-form SpeechCode0
CALCS 2021 Shared Task: Machine Translation for Code-Switched Data—0
HaT5: Hate Language Identification using Text-to-Text Transfer Transformer—0
Translated Texts Under the Lens: From Machine Translation Detection to Source Language Identification—0
Cognitive Computing to Optimize IT Services—0
Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching—0
LUC at ComMA-2021 Shared Task: Multilingual Gender Biased and Communal Language Identification without using linguistic features—0
Robust Speech Representation Learning via Flow-based Embedding Regularization—0
BFCAI at ComMA@ICON 2021: Support Vector Machines for Multilingual Gender Biased and Communal Language Identification—0
Beware Haters at ComMA@ICON: Sequence and Ensemble Classifiers for Aggression, Gender Bias and Communal Bias Identification in Indian Languages—0
MUCIC at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using N-grams and Multilingual Sentence Encoders—0
MUM at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using Supervised Learning Approaches—0
DELab@IIITSM at ICON-2021 Shared Task: Identification of Aggression and Biasness Using Decision Tree—0
ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021—0
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleCode1
Unsupervised Preference-Aware Language Identification—0
Developing Successful Shared Tasks on Offensive Language Identification for Dravidian Languages—0
Native Language Identification and Reconstruction of Native Language Relationship Using Japanese Learner Corpus—0
An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language IdentificationCode0
Language Clustering for Multilingual Named Entity Recognition—0
Tackling the Score Shift in Cross-Lingual Speaker Verification by Exploiting Language Information—0
Ceasing hate withMoH: Hate Speech Detection in Hindi-English Code-Switched Language—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