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Spatio-temporal features representation using recurrent capsules for monaural speech enhancement
Single-channel speech enhancement is important for modern communication systems and
has received a lot of attention. A convolutional neural network (CNN) successfully learns …
has received a lot of attention. A convolutional neural network (CNN) successfully learns …
Supervised single-channel dual domains speech enhancement technique using bidirectional long short-term memory
MS Hosen, S Basir, MF Khan… - Multimedia Tools and …, 2024 - Springer
This article introduces a brand new supervised method to make speech sound better and
clearer by getting rid of background noise and mess-ups. It brings together two kinds of …
clearer by getting rid of background noise and mess-ups. It brings together two kinds of …
CNN-based noise reduction for multi-channel speech enhancement system with discrete wavelet transform (DWT) preprocessing
Speech enhancement algorithms are applied in multiple levels of enhancement to improve
the quality of speech signals under noisy environments known as multi-channel speech …
the quality of speech signals under noisy environments known as multi-channel speech …
BIUnet: Unet Network for Mask Estimation in Single-Channel Speech Enhancement
Q Fang, G Wei, Z Pan, J Fu - 2024 5th International Seminar on …, 2024 - ieeexplore.ieee.org
Deep learning-based single-channel speech enhancement techniques have demonstrated
their effectiveness in enhancing speech quality. However, their performance, especially in …
their effectiveness in enhancing speech quality. However, their performance, especially in …