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09/20/2022
Relaxed Attention for Transformer Models
The powerful modeling capabilities of all-attention-based transformer ar...
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05/26/2022
Federated Split BERT for Heterogeneous Text Classification
Pre-trained BERT models have achieved impressive performance in many nat...
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05/09/2022
Bandwidth-Scalable Fully Mask-Based Deep FCRN Acoustic Echo Cancellation and Postfiltering
Although today's speech communication systems support various bandwidths...
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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...
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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...
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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...
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01/31/2020