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Railway Track Inspection Using Deep Learning Based on Audio to Spectrogram Conversion: An on-the-Fly Approach.
Hashmi MSA, Ibrahim M, Bajwa IS, Siddiqui HU, Rustam F, Lee E, Ashraf I. Hashmi MSA, et al. Sensors (Basel). 2022 Mar 3;22(5):1983. doi: 10.3390/s22051983. Sensors (Basel). 2022. PMID: 35271130 Free PMC article.
Each audio sample of 17 s is split into 3 variations of 1.7, 3.4, and 8.5 s, and all 3 deep learning models are trained and tested against each split time. Various combinations of audio data augmentation are analyzed extensively to investigate models' performance. ...
Each audio sample of 17 s is split into 3 variations of 1.7, 3.4, and 8.5 s, and all 3 deep learning models are trained and tested against e …
Respiration Based Non-Invasive Approach for Emotion Recognition Using Impulse Radio Ultra Wide Band Radar and Machine Learning.
Siddiqui HUR, Shahzad HF, Saleem AA, Khan Khakwani AB, Rustam F, Lee E, Ashraf I, Dudley S. Siddiqui HUR, et al. Sensors (Basel). 2021 Dec 13;21(24):8336. doi: 10.3390/s21248336. Sensors (Basel). 2021. PMID: 34960430 Free PMC article.
Emotion recognition gained increasingly prominent attraction from a multitude of fields recently due to their wide use in human-computer interaction interface, therapy, and advanced robotics, etc. Human speech, gestures, facial expressions, and physiological signals can be …
Emotion recognition gained increasingly prominent attraction from a multitude of fields recently due to their wide use in human-computer int …
Deep Learning Based Early Detection Framework for Preliminary Diagnosis of COVID-19 via Onboard Smartphone Sensors.
Khaloufi H, Abouelmehdi K, Beni-Hssane A, Rustam F, Jurcut AD, Lee E, Ashraf I. Khaloufi H, et al. Sensors (Basel). 2021 Oct 15;21(20):6853. doi: 10.3390/s21206853. Sensors (Basel). 2021. PMID: 34696066 Free PMC article.
Motivated from these facts, this paper presents a new framework that leverages advanced machine learning and data analytics techniques for the early detection of coronavirus disease using smartphone embedded sensors. ...Experimental results indicate that the …
Motivated from these facts, this paper presents a new framework that leverages advanced machine learning and data analytics …