54 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Aalborg UniversityDK4 papers
- Centre National de la Recherche ScientifiqueFR1 paper
- KU LeuvenBE1 paper
- Laboratoire de Neurosciences CognitivesFR1 paper
- Laboratoire des Systèmes PerceptifsFR1 paper
- Linköping UniversitySE1 paper
- Technical University of DenmarkDK1 paper
- University of RochesterUS1 paper
- William Demant Holding (Denmark)DK1 paper
6 papers
Ranking the Impact of Contextual Specialization in Neural Speech Enhancement
Peter Leer, Svend Feldt, Zheng-Hua Tan +2
We systematically investigate neural speech enhancement systems, ranging from very small (10\,k parameters) to medium-large (2-5\,M parameters), which specialize to aco…
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining
Holger Severin Bovbjerg, Jan Østergaard, Jesper Jensen +1
Target-Speaker Voice Activity Detection (TS-VAD) is the task of detecting the presence of speech from a known target-speaker in an audio frame. Recently, deep neural network-based…
How to train your ears: Auditory-model emulation for large-dynamic-range inputs and mild-to-severe hearing losses
Peter Leer, Jesper Jensen, Zheng-Hua Tan +2
Advanced auditory models are useful in designing signal-processing algorithms for hearing-loss compensation or speech enhancement. Such auditory models provide rich and detailed de…
Estimating Conditional Transfer Entropy in Time Series using Mutual Information and Non-linear Prediction
Payam Shahsavari Baboukani, Carina Graversen, Emina Alickovic +1
We propose a new estimator to measure directed dependencies in time series. The dimensionality of data is first reduced using a new non-uniform embedding technique, where the varia…
End-to-end optimization of coherent optical communications over the split-step Fourier method guided by the nonlinear Fourier transform theory
Simone Gaiarin, Francesco Da Ros, Rasmus T. Jones +1
Optimizing modulation and detection strategies for a given channel is critical to maximize the throughput of a communication system. Such an optimization can be easily carried out…
EEG-based Auditory Attention Decoding: Towards Neuro-Steered Hearing Devices
Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic +6
People suffering from hearing impairment often have difficulties participating in conversations in so-called `cocktail party' scenarios with multiple people talking simultaneously.…