Speech Enhancement: A Survey of Approaches and Applications
S Chhetri, MS Joshi, CV Mahamuni… - … Conference on Edge …, 2023 - ieeexplore.ieee.org
The paper provides a comprehensive overview of speech enhancement techniques and
their applications. It discusses challenges in non-stationary noise, reverberation, and …
their applications. It discusses challenges in non-stationary noise, reverberation, and …
Combining multi-perspective attention mechanism with convolutional networks for monaural speech enhancement
The redundant convolutional encoder-decoder network has been proven useful in speech
enhancement tasks. This network can capture the localized time-frequency details of speech …
enhancement tasks. This network can capture the localized time-frequency details of speech …
An attention-augmented fully convolutional neural network for monaural speech enhancement
Z Xu, T Jiang, C Li, J Yu - 2021 12th International Symposium …, 2021 - ieeexplore.ieee.org
Convolutional neural networks (CNN) have made remarkable achievements in speech
enhancement. However, the convolution operation is difficult to obtain the global context of …
enhancement. However, the convolution operation is difficult to obtain the global context of …
[图书][B] Investigations on the Deep Learning Based Speech Enhancement Algorithms for Hearing-Impaired Population
Z Zhang - 2022 - search.proquest.com
Speech signals are often contaminated by unwanted background noise or interfering
speakers that makes daily communication more difficult, especially for hearing-impaired (HI) …
speakers that makes daily communication more difficult, especially for hearing-impaired (HI) …