Abstract: Recent advancements in the domain of computer vision have enabled the analysis of audio spectrograms. In this paper, we present a novel approach that leverages spectrogram representations ...
Abstract: This study explores the feasibility of employing eXplainable Artificial Intelligence (XAI) methodologies for the analysis of cough patterns in respiratory diseases. A cohort of 20 adult ...
🎯 Overview Lyra is a deep learning system for automatic music transcription (AMT) — the task of converting raw audio recordings into structured MIDI representations. Given a .wav file of piano ...
An end-to-end deep learning pipeline for automatic piano transcription using the MAESTRO v3 dataset. Converts raw piano audio into mel spectrograms, trains models to predict 88-key piano rolls, and ...
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