research
∙
09/20/2022
Relaxed Attention for Transformer Models
The powerful modeling capabilities of all-attention-based transformer ar...
share
research
∙
05/26/2022
Federated Split BERT for Heterogeneous Text Classification
Pre-trained BERT models have achieved impressive performance in many nat...
research
∙
05/09/2022
Bandwidth-Scalable Fully Mask-Based Deep FCRN Acoustic Echo Cancellation and Postfiltering
Although today's speech communication systems support various bandwidths...
research
∙
07/02/2021
Relaxed Attention: A Simple Method to Boost Performance of End-to-End Automatic Speech Recognition
Recently, attention-based encoder-decoder (AED) models have shown high p...
research
∙
03/31/2021
Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition
Stream fusion, also known as system combination, is a common technique i...
research
∙
11/20/2020
Modelling the Point Spread Function of Wide Field Small Aperture Telescopes With Deep Neural Networks – Applications in Point Spread Function Estimation
The point spread function (PSF) reflects states of a telescope and plays...
research
∙
01/31/2020
