One of the most amazing functions of the human auditory system is the ability to detect all
kinds of sound events in the environment. With the technologies and hardware advances …

In this paper, we propose a convolutional recurrent neural network for joint sound event
localization and detection (SELD) of multiple overlap** sound events in three-dimensional …

Abstract Sound Event Detection (SED) plays a significant role in the present research,
implemented in several areas such as Computer Science, Healthcare, Environmental …

We introduce the Free Universal Sound Separation (FUSS) dataset, a new corpus for
experiments in separating mixtures of an unknown number of sounds from an open domain …

The L3DAS22 Challenge is aimed at encouraging the development of machine learning
strategies for 3D speech enhancement and 3D sound localization and detection in office-like …

Time–frequency representations of the speech signals provide dynamic information about
how the frequency component changes with time. In order to process this information, deep …

The understanding of the surrounding environment plays a critical role in autonomous
robotic systems, such as self-driving cars. Extensive research has been carried out …

The L3DAS21 Challenge 1 1 www. 13das. com/mlsp2021 is aimed at encouraging and
fostering collaborative research on machine learning for 3D audio signal processing, with …

Event recognition is one of the areas in multimedia that is attracting great attention of
researchers. Being applicable in a wide range of applications, from personal to collective …