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Dual-stream noise and speech information perception based speech enhancement
In real-world scenarios, dynamic ambient noise often degrades speech quality, highlighting
the need for advanced speech enhancement techniques. Traditional methods, which rely on …
the need for advanced speech enhancement techniques. Traditional methods, which rely on …
Robust voice activity detection using an auditory-inspired masked modulation encoder based convolutional attention network
Deep learning has revolutionized voice activity detection (VAD) by offering promising
solutions. However, directly applying traditional features, such as raw waveforms and Mel …
solutions. However, directly applying traditional features, such as raw waveforms and Mel …
HC-APNet: Harmonic Compensation Auditory Perception Network for low-complexity speech enhancement
Speech enhancement is critical for improving speech quality and intelligibility in a variety of
noisy environments. While neural network-based methods have shown promising results in …
noisy environments. While neural network-based methods have shown promising results in …