Concept
Speech perception
Related publications (32)
Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive?
Motion forecasting is crucial in enabling autonomous vehicles to anticipate the future trajectories of surrounding agents. To do so, it requires solving mapping, detection, tracking, and then forecasting problems, in a multi-step pipeline. In this complex ...
2024Temporal aspects of feature integration in vision
To fully comprehend visual perception, we need to necessarily understand its temporal dimension. Our visual environment is highly dynamic, requiring the processing and integration of temporal signals in order to make sense of it. Many processes, such as th ...
EPFL2024Training a Filter-Based Model of the Cochlea in the Context of Pre-Trained Acoustic Models
Auditory research aims in general to lead to understanding of physiological processes. By contrast, the state of the art in automatic speech processing (notably recognition) is dominated by large pre-trained models that are meant to be used as black-boxes. ...
2024