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Listening to the forest: An AI innovator’s mission to protect humans and wildlife

By Atharva Agrawal Growing up in the Tiger Capital of India, Nagpur, a city surrounded by some of the country’s most eminent wildlife sanctuaries, including Pench National Park, Tadoba-Andhari, Kanha ...
IEEE

COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers

Abstract: Monitoring of prevalent airborne diseases such as COVID-19 characteristically involves respiratory assessments. While auscultation is a mainstream method for preliminary screening of disease ...
GitHub

Beyond Spectrograms: Rethinking Audio Classification from EnCodec’s Latent Space

All the datasets must be located in the datasets folder. This folder should contain the following subfolders after downloading the datasets: GTZAN Speech_Music: Contains the GTZAN Speech Music dataset ...
IEEE

Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms

Abstract: This paper shows the susceptibility of spectrogram-based audio classifiers to adversarial attacks and the transferability of such attacks to audio waveforms. Some commonly used adversarial ...