Nov 18, 2021 · In this paper, we introduce DL based I-O SE algorithms exploiting AV information, which is a novel and previously unexplored research direction.
Towards Intelligibility-Oriented Audio-Visual Speech Enhancement · Requirements. Python >= 3.5 (3.6 recommended) · Usage. Update config.py with your dataset ...
Speech is the most effective and natural medium of communication in human-to-–human interaction. The goal of speech enhancement (SE) is to improve quality ...
Abstract. Existing deep learning (DL) based approaches are generally optimised to minimise the distance between clean and enhanced speech features.
Nov 30, 2021 · Despite improving the speech quality, such approaches do not deliver required levels of speech intelligibility in everyday noisy environments.
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Nov 18, 2021 · This paper presents a fully convolutional AV SE model that uses a modified short-time objective intelligibility (STOI) metric as a training ...
The aim of this study is to explore the effectiveness of audio-visual speech enhancement (AVSE) in enhancing the intelligibility of vocoded speech in cochlear ...
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The aim of this study is to explore the effectiveness of audio-visual speech enhancement (AVSE) in enhancing the intelligibility of vocoded speech in cochlear ...
In real-world environments, background noise can signifi- cantly reduce the intelligibility and clarity of speech. Audio- visual speech enhancement (AVSE) ...