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Greatest papers with code

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 VARIATIONAL INFERENCE VOICE CONVERSION

Domain Adaptation Using Class Similarity for Robust Speech Recognition

5 Nov 2020zhu-han/ASR-Adaption-Class-Similarity

Then, for each class, probabilities of this class are used to compute a mean vector, which we refer to as mean soft labels.

DOMAIN ADAPTATION ROBUST SPEECH RECOGNITION