SOTAVerified

Language Identification

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

Papers

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Showing 131–140 of 794 papers

TitleStatusHype
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification—0
ASIREM Participation at the Discriminating Similar Languages Shared Task 2016—0
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification—0
Neighbors and relatives: How do speech embeddings reflect linguistic connections across the world?—0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—0
A Shallow Neural Network for Native Language Identification with Character N-grams—0
A Mandarin-English Code-Switching Corpus—0
ALT at SemEval-2020 Task 12: Arabic and English Offensive Language Identification in Social Media—0
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition—0
Acoustic characterization of speech rhythm: going beyond metrics with recurrent neural networks—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