SOTAVerified

Language Identification

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

Papers

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Showing 81–90 of 794 papers

TitleStatusHype
Multimodal Modeling For Spoken Language Identification—0
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages—0
Visual Speech Recognition for Languages with Limited Labeled Data using Automatic Labels from WhisperCode1
Native Language Identification with Big Bird EmbeddingsCode0
Robust Open-Set Spoken Language Identification and the CU MultiLang Dataset—0
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts—0
Bilingual Streaming ASR with Grapheme units and Auxiliary Monolingual Loss—0
Turkish Native Language Identification—0
MASR: Multi-label Aware Speech Representation—0
Multilingual Speech-to-Speech Translation into Multiple Target 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