… detection (SED) [1, 2] tasks aim at exhaustively inventorying the sounds in a scene. SED …
of sound events on top of their event class. In mathematical terms, it asks to detect the events ej (…

… bounding box proposal generator, the bounding box selector, and the audio-visual separator.
The bounding box proposal generator takes an image as input and returns bounding box …

… Besides classifying the audio event, this component also refines the region bounding box.
The allows for a more accurate bounding box which is derived from a larger view of the event …

… therefore miss the relevant event, so the ideal nDCG of 1 is highly unlikely to be achievable.
… , to learn object detectors without bounding box annotations in the single visual modality …

… sounds [11,12,13,14]. A more complex situation deals with detecting sound events in audio
with multiple overlapping sounds… sound event from the number of concurrent sounds at each …

… , taking into account the event classes that are known to be … a fully-convolutional sound
event detection model that was … This comprehensive framework for sound event detection in …

… Each bounding box is encoded into two Gaussian-like vectors, corresponding to the … Note
that the baseline model only supports a maximum of M = 6 bounding boxes per frame (ie i = 1..…

… We evaluate the proposed methods on three multi-label, sound event detection datasets,
which … for inferring object contours in bounding boxes,” IEEE Trans. Image Process., vol. 23, no. …

… To tackle sound event detection (SED), we propose frequency de… We used change-detection-based
sound event bounding boxes (… pooling, label filtering, sound event bounding boxes …

… Lastly, we use the sound event bounding boxes method for postprocessing. Our approach
integrates features from bidirectional encoder representations from audio transformers and a …