EtherSpace of Nian

An easy access of useful datasets for the DESED, domestic environment sound event detection dataset, including the weakly labelled real, strongly labelled real, strongly labelled external real (from StrongAudioSet) and DCASE development set. All datasets are provided with both wavforms and labels.

[Accepted by ICASSP 2024] We introduce a fine-tuning method for the pretrained model (ATST-Frame) integrated in the SED system. And we obtain new SOTA performances on the DESED development dataset.

Authors

Nian Shao; Xian Li; Xiaofei Li

[Accepcted by ICASSP 2024] We propose a novel online EEND model for speaker diarization task, and obtain SOTA performances on the synthetic/CALLHOME datasets.

Authors

Di Liang; Nian Shao; Xiaofei Li