Search Results for author: Stefan Goetze

Found 5 papers, 2 papers with code

Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation

1 code implementation17 May 2022 William Ravenscroft, Stefan Goetze, Thomas Hain

It is shown that this weighted multi-dilation temporal convolutional network (WD-TCN) consistently outperforms the TCN across various model configurations and using the WD-TCN model is a more parameter efficient method to improve the performance of the model than increasing the number of convolutional blocks.

Speech Dereverberation

Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation

1 code implementation13 Apr 2022 William Ravenscroft, Stefan Goetze, Thomas Hain

A feature of TCNs is that they have a receptive field (RF) dependent on the specific model configuration which determines the number of input frames that can be observed to produce an individual output frame.

Speech Dereverberation

MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data

no code implementations23 Mar 2022 George Close, Thomas Hain, Stefan Goetze

Training of speech enhancement systems often does not incorporate knowledge of human perception and thus can lead to unnatural sounding results.

Speech Enhancement

Cannot find the paper you are looking for? You can Submit a new open access paper.