SUMMARY Precise real time estimates of earthquake magnitude and location are essential for early warning rapid response. While recently multiple deep learning approaches fast assessment earthquakes have been proposed, they usually rely on either seismic records from a single station or fixed set stations. Here we introduce new model real-time estimation using the attention based transformer net...

This paper investigates an alternate modulation (RImodulation) AMS-based framework for speech enhancement, in which real and imaginary parts of the modulation signal are processed in secondary AMS procedures. We propose to apply MMSE magnitude estimation in this framework, and using subjective experiments, show that MMSE RI-modulation magnitude estimation produces stimuli which is preferred by ...