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Robust Speech Recognition

4 papers with code · Speech
Subtask of Speech Recognition

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Multi-task self-supervised learning for Robust Speech Recognition

25 Jan 2020santi-pdp/pase

We then propose a revised encoder that better learns short- and long-term speech dynamics with an efficient combination of recurrent and convolutional networks.

ROBUST SPEECH RECOGNITION SELF-SUPERVISED LEARNING

Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition

27 Mar 2018wangkenpu/rsrgan

First, we study the effectiveness of different dereverberation networks (the generator in GAN) and find that LSTM leads a significant improvement as compared with feed-forward DNN and CNN in our dataset.

ROBUST SPEECH RECOGNITION SPEECH DEREVERBERATION

Scalable Factorized Hierarchical Variational Autoencoder Training

9 Apr 2018wnhsu/ScalableFHVAE

Deep generative models have achieved great success in unsupervised learning with the ability to capture complex nonlinear relationships between latent generating factors and observations.

HYPERPARAMETER OPTIMIZATION ROBUST SPEECH RECOGNITION SPEAKER VERIFICATION VOICE CONVERSION