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Language Identification

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

Papers

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Showing 26–50 of 794 papers

TitleStatusHype
PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language IdentificationCode1
BERT-LID: Leveraging BERT to Improve Spoken Language IdentificationCode1
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleCode1
Hyperseed: Unsupervised Learning with Vector Symbolic ArchitecturesCode1
DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed TextCode1
SpeechBrain: A General-Purpose Speech ToolkitCode1
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate UsersCode1
A reproduction of Apple's bi-directional LSTM models for language identification in short stringsCode1
Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification SystemsCode1
VoxLingua107: a Dataset for Spoken Language RecognitionCode1
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text CorpusCode1
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual TransferCode1
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social MediaCode1
Common Voice: A Massively-Multilingual Speech CorpusCode1
mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks—0
Neighbors and relatives: How do speech embeddings reflect linguistic connections across the world?—0
Recursive Semantic Anchoring in ISO 639:2023: A Structural Extension to ISO/TC 37 Frameworks—0
TalTech Systems for the Interspeech 2025 ML-SUPERB 2.0 Challenge—0
Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC—0
Token Masking Improves Transformer-Based Text Classification—0
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche LanguageCode0
Improving Informally Romanized Language Identification—0
(Im)possibility of Automated Hallucination Detection in Large Language Models—0
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing—0
KréyoLID From Language Identification Towards Language MiningCode0
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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