Primate Subsegment Sorting
Binary subsegment presorting improves noisy primate sound classification.
deep-learning
Autoencoder Trajectory Compression
LSTM autoencoder better DP for trajectory compression (Fréchet/DTW).
Voronoi Data Augmentation
VoronoiPatches improves CNN robustness via non-linear recombination augmentation.
RNN Memory Limits
Investigated memory limits of RNNs in recalling uncorrelated sequences.
Audio Vision Transformer
Vision Transformer on spectrograms for audio classification, with data augmentation.
Primate Vocalization Classification
Deep BiLSTM classifies primate vocalizations for acoustic wildlife monitoring.
Acoustic Leak Detection
Anomaly detection models for acoustic leak detection in water networks.
Sound Anomaly Transfer
Image nets detect acoustic anomalies in machinery via spectrograms.
Anomalous Sound Features
Pretrained networks extract features for anomalous industrial sound detection.
Surgical-Mask Detection
CNN mask detection in speech using augmented spectrograms.
3D Primitive Segmentation
Hybrid method segments/fits primitives in large 3D point clouds.
Deep Audio Baselines
Deep learning audio baseline for Interspeech 2019 ComParE challenge.
ErLoWa Leak Detection
Deep learning detects acoustic water leaks with SWM.