SOTAVerified

Language Identification

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

Papers

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Showing 26–50 of 794 papers

TitleStatusHype
Computational Approaches to Arabic-English Code-Switching—0
Generation through the lens of learning theory—0
A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets—0
From N-grams to Pre-trained Multilingual Models For Language IdentificationCode0
Efficiently Identifying Low-Quality Language Subsets in Multilingual Datasets: A Case Study on a Large-Scale Multilingual Audio Dataset—0
AfriHuBERT: A self-supervised speech representation model for African languagesCode0
Improving Multilingual ASR in the Wild Using Simple N-best Re-rankingCode0
Leveraging Open-Source Large Language Models for Native Language Identification—0
Enhancing Code-Switching Speech Recognition with LID-Based Collaborative Mixture of Experts Model—0
Literary and Colloquial Dialect Identification for Tamil using Acoustic Features—0
Language-Informed Beam Search Decoding for Multilingual Machine TranslationCode1
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and BeyondCode1
Towards Generalized Offensive Language Identification—0
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models—0
SC-MoE: Switch Conformer Mixture of Experts for Unified Streaming and Non-streaming Code-Switching ASR—0
Script-Agnostic Language IdentificationCode0
Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting—0
An Initial Investigation of Language Adaptation for TTS Systems under Low-resource ScenariosCode2
Exploring Spoken Language Identification Strategies for Automatic Transcription of Multilingual Broadcast and Institutional Speech—0
Soft Language Identification for Language-Agnostic Many-to-One End-to-End Speech Translation—0
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets—0
MaskLID: Code-Switching Language Identification through Iterative MaskingCode1
Malayalam Sign Language Identification using Finetuned YOLOv8 and Computer Vision Techniques—0
Whispy: Adapting STT Whisper Models to Real-Time Environments—0
A Federated Learning Approach to Privacy Preserving Offensive Language Identification—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