How robust are audio embeddings for polyphonic sound event tagging?

J Abeßer, S Grollmisch, M Müller - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
Sound classification algorithms are challenged by the natural variability of everyday sounds,
particularly for large sound class taxonomies. In order to be applicable in real-life …

A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies

D Ngo, L Pham, H Phan, M Tran… - 2023 IEEE Biomedical …, 2023 - ieeexplore.ieee.org
This paper presents a deep learning system applied for detecting anomalies from respiratory
sound recordings. Our system initially performs audio feature extraction using Continuous …

An inception-residual-based architecture with multi-objective loss for detecting respiratory anomalies

D Ngo, L Pham, H Phan, M Tran… - 2023 IEEE 25th …, 2023 - ieeexplore.ieee.org
This paper presents a deep learning system applied for detecting anomalies from respiratory
sound recordings. Initially, our system begins with audio feature extraction using …