The ESC-50 dataset is a labeled collection of 2000 environmental audio recordings suitable for benchmarking methods of environmental sound classification. The dataset consists of 5-second-long ...

ABSTRACT: Urinary tract infection is one of the most common bacterial infections in humans. The urine cytobacteriological examination is the key test for its diagnosis. This work aims to Evaluate the ...

Affecting about 10% of the population by their 80s, early detection of carotid stenosis is vital as timely treatments can reduce the risk of stroke. 1 However, routine screening for carotid stenosis ...

Audio data is a type of unstructured data that contains information about sound waves, such as frequency, amplitude, and phase. Audio data can be used for various applications, such as speech ...

My company recently celebrated 44 years in business and yet we are only at the beginning of a whole new reinvention. In fact, I foresee AI bringing a new dawn for many business leaders. I’ve learned ...

This project presents a deep learning classifier able to predict the emotions of a human speaker encoded in an audio file. The classifier is trained using 2 different datasets, RAVDESS and TESS, and ...

Abstract: Deep learning can be used for audio signal classification in a variety of ways. It can be used to detect and classify various types of audio signals such as speech, music, and environmental ...