• DOI:10.1007/978-3-319-70136-3_93
Corpus ID: 28399335

Language Identification Using Deep Convolutional Recurrent Neural Networks

@inproceedings{Bartz2017LanguageIU,
  title={Language Identification Using Deep Convolutional Recurrent Neural Networks},
  author={C. Bartz and Tom Herold and Haojin Yang and C. Meinel},
  booktitle={ICONIP},
  year={2017}
}

C. Bartz, Tom Herold, +1 author C. Meinel

Published in ICONIP 2017

Computer Science

Language Identification (LID) systems are used to classify the spoken language from a given audio sample and are typically the first step for many spoken language processing tasks, such as Automatic Speech Recognition (ASR) systems. [...] Key Method We use a hybrid Convolutional Recurrent Neural Network (CRNN) that operates on spectrogram images of the provided audio snippets. In extensive experiments we show, that our model is applicable to a range of noisy scenarios and can easily be extended to previously…Expand Abstract

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