The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Machine Learning for Earthquake Seismology with Karianne Bergen - #554

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

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Advances in Earthquake Signal Detection

In this chapter, the speaker outlines ongoing research in earthquake seismology, focusing on innovative techniques for detecting weak seismic signals using machine learning and audio processing. They discuss collaborative efforts with data scientists and the challenges posed by the pandemic, highlighting methods like template matching and locality sensitive hashing. The conversation emphasizes the complexities of analyzing seismic data, particularly in differentiating genuine seismic events from noise and developing a comprehensive catalog for geophysical research.

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