We present a comparative analysis of the performance of state-of-the-art sound event
detection systems. In particular, we study the robustness of the systems to noise and signal …

… events in the recording and recognising which object or category each sound belongs to.
Sound event detection … retrieval [4, 5]; and domestic applications such as smart homes, health …

… and the original mixture within the sound event detection. Furthermore, we investigate the
… sound event detection data on both the sound separation and the sound event detection. …

… for sound event detection in domestic environments. Efficient … Detection and Classification
of Acoustic Scenes and Events (… event detection of domestic activities”. This task involves the …

… For this, the Domestic Environment Sound Event Detection (DESED) data set [16] with 10
different target sound events from a domestic environment has been designed. It is composed …

… Furthermore, we introduce an objective measure to assess the diversity of event … events.
Finally, we provide graphical examples of the Source Separation and Sound Event Detection …

… event detection (SED) research by presenting a new large language model (LLM)-powered
dataset namely wild domestic environment sound event detection (… eight different domestic …

… In this paper, we introduce our sound events detection system using a mean-teacher model
with convolutional recurrent neural network (CRNN) for DCASE 2020 Task4, which include …

… to detect sound events in domestic environments using small … Detection and Classification
of Acoustic Scenes and Events (… as data augmentation, event activity detection, multi-median …

… We have introduced a multi-channel, two-step approach to address speech activity
detection in multi-room domestic environments, where (possibly concurrent) speech events in …