1 code implementation • 30 Apr 2020 • Deepak Baby, Arthur Van Den Broucke, Sarah Verhulst
Auditory models are commonly used as feature extractors for automatic speech-recognition systems or as front-ends for robotics, machine-hearing and hearing-aid applications.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
1 code implementation • 20 Feb 2020 • Deepak Baby
Popular neural network-based speech enhancement systems operate on the magnitude spectrogram and ignore the phase mismatch between the noisy and clean speech signals.
no code implementations • 1 Jun 2018 • Deepak Baby, Sarah Verhulst
Deep-neural-network (DNN) based noise suppression systems yield significant improvements over conventional approaches such as spectral subtraction and non-negative matrix factorization, but do not generalize well to noise conditions they were not trained for.