18 citations · 56 across the 49 of their papers we have counts for
3 papers · 1 filter
Time Scale Network: A Shallow Neural Network For Time Series Data
Trevor Meyer, Camden Shultz, Najim Dehak +2
Time series data is often composed of information at multiple time scales, particularly in biomedical data. While numerous deep learning strategies exist to capture this informatio…
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction
Jiarui Hai, Helin Wang, Dongchao Yang +3
Common target sound extraction (TSE) approaches primarily relied on discriminative approaches in order to separate the target sound while minimizing interference from the unwanted…
Leveraging Pretrained Image-text Models for Improving Audio-Visual Learning
Saurabhchand Bhati, Jesús Villalba, Laureano Moro-Velazquez +2
Visually grounded speech systems learn from paired images and their spoken captions. Recently, there have been attempts to utilize the visually grounded models trained from images…