SOTAVerified

Language Identification

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

Papers

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Showing 351–375 of 794 papers

TitleStatusHype
Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers—0
Improving Cuneiform Language Identification with BERT—0
Improving Informally Romanized Language Identification—0
Improving Language Identification for Multilingual Speakers—0
Improving Language Identification of Accented Speech—0
Improving Multilingual ASR in the Wild Using Simple N-best Re-ranking—0
Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC—0
Improving Native Language Identification by Using Spelling Errors—0
Improving Native Language Identification with TF-IDF Weighting—0
A Report on the 2017 Native Language Identification Shared Task—0
Improving the accuracy of pronunciation lexicon using Naive Bayes classifier with character n-gram as feature: for language classified pronunciation lexicon generation—0
Improving the Character Ngram Model for the DSL Task with BM25 Weighting and Less Frequently Used Feature Sets—0
Improving the exploitation of linguistic annotations in ELAN—0
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set—0
Aligning Speech to Languages to Enhance Code-switching Speech Recognition—0
Incremental N-gram Approach for Language Identification in Code-Switched Text—0
Automatic Detection of Code-switching Style from Acoustics—0
A Neural Model for Language Identification in Code-Switched Tweets—0
Exploiting Spectral Augmentation for Code-Switched Spoken Language Identification—0
Indonesian-English Code-Switching Speech Synthesizer Utilizing Multilingual STEN-TTS and Bert LID—0
Influence of Mother Tongue on English Accent—0
Insights into End-to-End Learning Scheme for Language Identification—0
Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching—0
Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts—0
Experiments in Sentence Language Identification with Groups of Similar 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