4 citations · 6 across the 7 of their papers we have counts for
7 papers
Blind Restoration of Real-World Audio by 1D Operational GANs
Turker Ince, Serkan Kiranyaz, Ozer Can Devecioglu +3
Objective: Despite numerous studies proposed for audio restoration in the literature, most of them focus on an isolated restoration problem such as denoising or dereverberation, ig…
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source
Sania Gul, Muhammad Salman Khan, Syed Waqar Shah
Reverberations are unavoidable in enclosures, resulting in reduced intelligibility for hearing impaired and non native listeners and even for the normal hearing listeners in noisy…
Recycling an anechoic pre-trained speech separation deep neural network for binaural dereverberation of a single source
Sania Gul, Muhammad Salman Khan, Syed Waqar Shah +1
Reverberation results in reduced intelligibility for both normal and hearing-impaired listeners. This paper presents a novel psychoacoustic approach of dereverberation of a single…
Evaluation of Preprocessing Techniques for U-Net Based Automated Liver Segmentation
Muhammad Islam, Kaleem Nawaz Khan, Muhammad Salman Khan
To extract liver from medical images is a challenging task due to similar intensity values of liver with adjacent organs, various contrast levels, various noise associated with med…
Integration of deep learning with expectation maximization for spatial cue based speech separation in reverberant conditions
Sania Gul, Muhammad Salman Khan, Syed Waqar Shah
In this paper, we formulate a blind source separation (BSS) framework, which allows integrating U-Net based deep learning source separation network with probabilistic spatial machi…
Deep Learning Based Classification of Unsegmented Phonocardiogram Spectrograms Leveraging Transfer Learning
Kaleem Nawaz Khan, Faiq Ahmad Khan, Anam Abid +5
Cardiovascular diseases (CVDs) are the main cause of deaths all over the world. Heart murmurs are the most common abnormalities detected during the auscultation process. The two wi…
Discovering new worlds: a review of signal processing methods for detecting exoplanets from astronomical radial velocity data
Muhammad Salman Khan, James Stewart Jenkins, Nestor Becerra Yoma
Exoplanets, short for `extra solar planets', are planets outside our solar system. They are objects with masses less than around 15 Jupiter-masses that orbit stars other than the S…