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What do MLLMs hear? Examining reasoning with text and sound components in Multimodal Large Language Models
Large Language Models (LLMs) have demonstrated remarkable reasoning capabilities, notably in connecting ideas and adhering to logical rules to solve problems.
Towards High Resolution Weather Monitoring with Sound Data
Across various research domains, remotely-sensed weather products are valuable for answering many scientific questions; however, their temporal and spatial resolutions are often too coarse to answer many questions.
Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks
Spatial clustering techniques can achieve significant multi-channel noise reduction across relatively arbitrary microphone configurations, but have difficulty incorporating a detailed speech/noise model.
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