Tobias Menne

Investigation into Joint Optimization of Single Channel Speech Enhancement and Acoustic Modeling for Robust ASR

This paper investigates the joint optimization of single channel speech enhancement and the acoustic model of a hybrid DNN-HMM system for noise robust ASR. Two enhancement methods are investigated. A masking of the noisy speech signal with a speech mask estimated by a DNN based mask estimator, as we…