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Language Identification

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 111–120 of 794 papers

Title	Date	Tasks	Status	Hype
Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding	May 2, 2023	Automatic Speech RecognitionLanguage Identification	—Unverified	0
Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and Laki	Apr 3, 2023	Language Identification	CodeCode Available	0
PALI: A Language Identification Benchmark for Perso-Arabic Scripts	Apr 3, 2023	Language Identification	CodeCode Available	1
MMT: A Multilingual and Multi-Topic Indian Social Media Dataset	Apr 2, 2023	DiversityLanguage Identification	—Unverified	0
Joint unsupervised and supervised learning for context-aware language identification	Mar 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Language Variety Identification with True Labels	Mar 2, 2023	Language Identification	CodeCode Available	0
Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training	Mar 1, 2023	Language Identification	—Unverified	0
Augmented Transformers with Adaptive n-grams Embedding for Multilingual Scene Text Recognition	Feb 28, 2023	Language IdentificationScene Text Recognition	—Unverified	0
Language identification as improvement for lip-based biometric visual systems	Feb 27, 2023	Language Identification	—Unverified	0
Improving Spoken Language Identification with Map-Mix	Feb 16, 2023	Data AugmentationLanguage Identification	CodeCode Available	1

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All datasets VOXLINGUA107 GlotLID-C Nordic Language Identification OpenSubtitles Universal Dependencies VoxForge

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	wav2vec 2.0 LV-60K	Error rate	7.2	—	Unverified
2	XLS-R	Error rate	5.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GlotLID	Macro F1	0.98	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FastText	Accuracy	0.97	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Apple bi-LSTM	Accuracy	91.37	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Apple bi-LSTM	Accuracy	86.93	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ConformerG-P	Accuracy	99.8	—	Unverified