29 citations · 73 across the 22 of their papers we have counts for
4 papers · 1 filter
DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays
Nicolas Furnon, Romain Serizel, Irina Illina +1
Deep neural network (DNN)-based speech enhancement algorithms in microphone arrays have now proven to be efficient solutions to speech understanding and speech recognition in noisy…
DNN-Based Semantic Model for Rescoring N-best Speech Recognition List
Dominique Fohr, Irina Illina
The word error rate (WER) of an automatic speech recognition (ASR) system increases when a mismatch occurs between the training and the testing conditions due to the noise, etc. In…
Distributed speech separation in spatially unconstrained microphone arrays
Nicolas Furnon, Romain Serizel, Irina Illina +1
Speech separation with several speakers is a challenging task because of the non-stationarity of the speech and the strong signal similarity between interferent sources. Current st…
DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays
Nicolas Furnon, Romain Serizel, Irina Illina +1
Multichannel processing is widely used for speech enhancement but several limitations appear when trying to deploy these solutions to the real-world. Distributed sensor arrays that…