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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 401–410 of 794 papers

Title	Date	Tasks	Status	Hype
Universal and non-universal text statistics: Clustering coefficient for language identification	Nov 18, 2019	ClusteringLanguage Identification	—Unverified	0
Short Text Language Identification for Under Resourced Languages	Nov 18, 2019	Language Identification	CodeCode Available	0
Multilingual Grammar Induction with Continuous Language Identification	Nov 1, 2019	Language Identification	—Unverified	0
Normalization of Indonesian-English Code-Mixed Twitter Data	Nov 1, 2019	Language IdentificationLexical Normalization	—Unverified	0
Word-level Embeddings for Cross-Task Transfer Learning in Speech Processing	Oct 22, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Signal Combination for Language Identification	Oct 21, 2019	Language Identificationspeech-recognition	—Unverified	0
Language Identification on Massive Datasets of Short Message using an Attention Mechanism CNN	Oct 15, 2019	DecoderLanguage Identification	—Unverified	0
Spoken Language Identification using ConvNets	Oct 9, 2019	Keyword SpottingLanguage Identification	—Unverified	0
Overview for the Second Shared Task on Language Identification in Code-Switched Data	Sep 28, 2019	Language IdentificationSingle Particle Analysis	—Unverified	0
Hope Speech Detection: A Computational Analysis of the Voice of Peace	Sep 11, 2019	Hope Speech DetectionLanguage Identification	—Unverified	0

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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