SOTAVerified

Language Identification

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

Papers

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Showing 76–100 of 794 papers

TitleStatusHype
OffMix-3L: A Novel Code-Mixed Dataset in Bangla-English-Hindi for Offensive Language IdentificationCode0
GlotLID: Language Identification for Low-Resource LanguagesCode1
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition—0
Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond—0
Wavelet Scattering Transform for Improving Generalization in Low-Resourced Spoken Language Identification—0
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
Towards spoken dialect identification of Irish—0
Confidence-based Ensembles of End-to-End Speech Recognition Models—0
My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation BenchmarksCode0
Unified model for code-switching speech recognition and language identification based on a concatenated tokenizerCode0
RoBERTweet: A BERT Language Model for Romanian Tweets—0
Leveraging Language Identification to Enhance Code-Mixed Text Classification—0
Label Aware Speech Representation Learning For Language Identification—0
Spoken Language Identification System for English-Mandarin Code-Switching Child-Directed SpeechCode0
Simple yet Effective Code-Switching Language Identification with Multitask Pre-Training and Transfer Learning—0
MERLIon CCS Challenge Evaluation PlanCode0
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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