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09/14/2023
SpatialCodec: Neural Spatial Speech Coding
In this work, we address the challenge of encoding speech captured by a ...
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11/22/2022
Complex-Valued Time-Frequency Self-Attention for Speech Dereverberation
Several speech processing systems have demonstrated considerable perform...
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11/22/2022
SkipConvGAN: Monaural Speech Dereverberation using Generative Adversarial Networks via Complex Time-Frequency Masking
With the advancements in deep learning approaches, the performance of sp...
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11/22/2022
Deep Neural Mel-Subband Beamformer for In-car Speech Separation
While current deep learning (DL)-based beamforming techniques have been ...
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11/09/2021
Joint AEC AND Beamforming with Double-Talk Detection using RNN-Transformer
Acoustic echo cancellation (AEC) is a technique used in full-duplex comm...
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07/17/2020
SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation using Optimally Smoothed Spectral Mapping
The reliability of using fully convolutional networks (FCNs) has been su...
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10/15/2019