26 citations · 26 across the 7 of their papers we have counts for
7 papers
DNN-Based Frequency-Dependent Estimation of Speech, Music, and Noise Power in Acoustic Mixtures for Hearing-Aid Scene Analysis
Mats Lang, Thomas Haubner, Nina Kiessling +2
Acoustic scene analysis is essential for adapting hearing-aid signal processing algorithms to the current listening environment. However, state-of-the-art (SOTA) systems typically…
A Novel Binaural Cue Preservation Loss for DNN-Based Binaural Speech Enhancement
Jayteerth Amble, Thomas Haubner, Hendrik Schröter +2
Binaural speech enhancement for hearing aids aims to reduce noise while preserving the interaural cues needed for spatial localization. Although deep neural network-based methods a…
Task- and Metric-Specific Signal Quality Indices for Medical Time Series
Jad Haidamous, Christoph Hoog Antink
Medical time series such as electrocardiograms (ECGs) and photoplethysmograms (PPGs) are frequently affected by measurement artifacts due to challenging acquisition environments, s…
3D Blood Pulsation Maps
Maurice Rohr, Tobias Reinhardt, Tizian Dege +2
We present Pulse3DFace, the first dataset of its kind for estimating 3D blood pulsation maps. These maps can be used to develop models of dynamic facial blood pulsation, enabling t…
An AI dose engine for fast carbon ion treatment planning
Anastasiia Quarz, Angelica De Gregorio, Gaia Franciosini +7
Monte Carlo (MC) simulations provide gold-standard accuracy for carbon ion therapy dose calculations but are computationally intensive. Analytical pencil beam algorithms offer spee…
Automatic Generation of Labeled Data for Video-Based Human Pose Analysis via NLP applied to YouTube Subtitles
Sebastian Dill, Susi Zhihan, Maurice Rohr +2
With recent advancements in computer vision as well as machine learning (ML), video-based at-home exercise evaluation systems have become a popular topic of current research. Howev…
Signal-to-noise ratio is more important than sampling rate in beat-to-beat interval estimation from optical sensors
Sebastian Zaunseder, Antti Vehkaoja, Vincent Fleischhauer +1
Photoplethysmographic Imaging (PPGI) allows the determination of pulse rate variability from sequential beat-to-beat intervals (BBI) and pulse wave velocity from spatially resolved…