18 citations · 41 across the 15 of their papers we have counts for
3 papers · 1 filter
Scaling Speech Enhancement in Unseen Environments with Noise Embeddings
Gil Keren, Jing Han, Björn Schuller
We address the problem of speech enhancement generalisation to unseen environments by performing two manipulations. First, we embed an additional recording from the environment alo…
Calibrated Prediction Intervals for Neural Network Regressors
Gil Keren, Nicholas Cummins, Björn Schuller
Ongoing developments in neural network models are continually advancing the state of the art in terms of system accuracy. However, the predicted labels should not be regarded as th…
Weakly Supervised One-Shot Detection with Attention Similarity Networks
Gil Keren, Maximilian Schmitt, Thomas Kehrenberg +1
Neural network models that are not conditioned on class identities were shown to facilitate knowledge transfer between classes and to be well-suited for one-shot learning tasks. Fo…