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06/01/2023
Speech inpainting: Context-based speech synthesis guided by video
Audio and visual modalities are inherently connected in speech signals: ...
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10/12/2021
Remote Anomaly Detection in Industry 4.0 Using Resource-Constrained Devices
A central use case for the Internet of Things (IoT) is the adoption of s...
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10/09/2020
Audio-Visual Speech Inpainting with Deep Learning
In this paper, we present a deep-learning-based framework for audio-visu...
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08/21/2020
An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation
Speech enhancement and speech separation are two related tasks, whose pu...
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04/06/2020
Vocoder-Based Speech Synthesis from Silent Videos
Both acoustic and visual information influence human perception of speec...
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05/29/2019
Deep-Learning-Based Audio-Visual Speech Enhancement in Presence of Lombard Effect
When speaking in presence of background noise, humans reflexively change...
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11/15/2018
Effects of Lombard Reflex on the Performance of Deep-Learning-Based Audio-Visual Speech Enhancement Systems
Humans tend to change their way of speaking when they are immersed in a ...
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11/15/2018
On Training Targets and Objective Functions for Deep-Learning-Based Audio-Visual Speech Enhancement
Audio-visual speech enhancement (AV-SE) is the task of improving speech ...
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09/06/2017