Sentence examples for speech dereverberation module from inspiring English sources

In Section 3, we adopt a DNN-based speech dereverberation module as the pre-processor for acoustic modeling.

Avendano et al. [5, 6] explored a speech dereverberation technique for which the principle was the recovery of the envelope modulations of the original (anechoic) speech.

Fig. 2 DNN-based speech dereverberation.

Since in theory they can achieve perfect dereverberation [19], they represent an attractive approach to speech dereverberation.

In this study, we extend our previous work on DNN-based speech dereverberation [29].

The frame-level alignment requirement can be easily satisfied in speech dereverberation tasks.

The well-trained speech dereverberation DNN will be used as a pre-processor for acoustic modeling.

A novel approach for multimicrophone speech dereverberation was proposed in [8].

A novel approach for multi-microphone speech dereverberation was proposed in [14].

Han et al. [19] implemented the supervised learning approach based on DNNs to perform speech dereverberation.

Inverse filtering [13] is one of the commonly used single-channel speech dereverberation techniques.