SOTAVerified

Language Identification

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

Papers

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Showing 151–160 of 794 papers

TitleStatusHype
LAMASSU: Streaming Language-Agnostic Multilingual Speech Recognition and Translation Using Neural Transducers—0
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification—0
Neural Networks for Cross-domain Language Identification. Phlyers @Vardial 2022—0
OcWikiDisc: a Corpus of Wikipedia Talk Pages in Occitan—0
The Curious Case of Logistic Regression for Italian Languages and Dialects IdentificationCode0
Italian Language and Dialect Identification and Regional French Variety Detection using Adaptive Naive BayesCode0
Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification—0
Evaluation of Off-the-Shelf Language Identification Tools on Bulgarian Social Media Posts—0
Unravelling Interlanguage Facts via Explainable Machine Learning—0
Extending RNN-T-based speech recognition systems with emotion and language classification—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