A new study developed a snore-source classification model that uses STFT spectrograms, pretrained CNN features, and an L2-regularized SVM to identify where snoring originates in the upper airway.
Inflammatory bowel disorders may result in abnormal Bowel Sound (BS) characteristics during auscultation. We employ pattern spotting to detect rare bowel BS events in continuous abdominal recordings ...
This Matlab class implements a number of functions for audio signal analysis. Simply copy the file zaf.m in your working directory and you are good to go. Compute the short-time Fourier transform ...
Abstract: Diffusion-based audio and music generation models commonly perform generation by constructing an image representation of audio (e.g., a mel-spectrogram) and then convert it to waveform using ...
Abstract: In this paper we present the differentiable log-Mel spectrogram (DMEL) for audio classification. DMEL uses a Gaussian window, with a window length that can be jointly optimized with the ...
Each class includes 500 wav files with a length of about 30s. Vietnam Traditional Music (5 genres): https://www.kaggle.com/datasets/homata123/vntm-for-building-model ...
Research fellow in Generative Audio AI, King's College London (KCL); Visiting Researcher, CVSSP, Sustainability Fellow, University of Surrey Arshdeep Singh is employed as a Research Fellow in the AI ...
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