This is the official repository of the papers "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers" [IEEE MLSP 2024] and "Efficient Fine-tuning of Audio Spectrogram Transformers ...

Abstract: Class imbalance is a critical concern in the machine learning domain which relies on data heavily. The model may work poorly if the underlying data are not well-formed and balanced. Several ...

AI analysis of snoring sounds may help identify the source of upper airway obstruction and support non-invasive sleep ...

Earthquake sensors on the ocean floor were built to track tectonic plates, but scientists just discovered they have been ...

Abstract: With technological advances, audio recordings have gained critical importance as legal and forensic evidence. However, the accessibility of compact recorders and audio editing software has ...

First, a bit of the backstory as we know it. iZotope is widely recognized as one of the go-to brands that’s critical to the ...

This repository contains teaching material for an introductory class on audio data mining, audio signal processing, spectrograms, mel-spectrograms, and feature extraction. The class uses the ESC-50 ...

Print Join the Discussion View in the ACM Digital Library Advances in sensor quality coupled with the widespread adoption of ...

To some, it’s just annoying, but to others, it marks the chilling call of the world’s deadliest creature: the buzz of a ...

What if the ocean heard Malaysia Airlines Flight 370 crash—and everyone missed it? An exclusive investigation reveals a ...

The internet is full of answers, but it also houses plenty of mysteries. Unfortunately, we can’t solve every crime or explain ...

Fork-tailed drongos in South Africa’s Kalahari Desert can produce up to 51 distinct mimicked alarm calls and deploy them selectively against whichever neighboring species holds the most food.