Analytics Insight

How to Detect AI-Generated Music Using Audio Clues and Tools

Overview: AI-generated music often sounds too perfect, with a steady pitch, a rigid rhythm, and a lack of human flaws.Repetitive loops, odd textures, and unnatu ...
Variety

‘The Audacity’ Puts a Spotlight on the Human Side of Silicon Valley

For Silicon Valley in 2026, is it a time of Renaissance or a return to the Dark Ages? AMC Network‘s “The Audacity” aims to probe all the power, drama and influence that exudes from San Jose and ...
IEEE

The Reassigned Cross-Spectrogram

Abstract: The reassignment technique is used to increase localization for signal components in the time-frequency representation. The technique gives perfect localization for linear chirp signals and ...
IEEE

CNN vs Transfer Learning for Enhancing Spectrogram Classification of Baby Cries

Abstract: Audio is ever-present in our daily lives, whether it's a baby crying, an audio message, or noise. However raw audio signals are complex and often difficult to analyze directly. Spectrograms ...
Frontiers

Integration of PCG spectrogram texture and deep features for the diagnosis of heart failure with preserved ejection fraction using heterogeneous stacking ensemble learning

This study proposes a novel heterogeneous stacking ensemble learning model for the fusion of phonocardiogram (PCG) spectrogram texture and deep features to detect heart failure with preserved ejection ...