Smarter Sound: Closing the Reasoning Gap in Edge Audio

A new hybrid architecture empowers on-device audio systems to intelligently offload complex queries to the cloud, boosting accuracy while preserving user privacy.

A new hybrid architecture empowers on-device audio systems to intelligently offload complex queries to the cloud, boosting accuracy while preserving user privacy.

Researchers have developed a novel reinforcement learning framework that combines the strengths of model-based control and data-driven techniques to create more robust and efficient walking gaits for humanoid robots.
Researchers have developed a novel AI model that dissects complex brain activity, offering a clearer link between neural processes and potential treatments.

A new approach leverages attention mechanisms and surrogate modeling to intelligently schedule HPC jobs, optimizing for both runtime and power consumption.

Researchers have developed a system that lets users query complex spatio-temporal databases using plain English, bypassing the need for specialized coding.

Researchers have developed a reinforcement learning framework that allows drones to navigate complex indoor environments and locate specific objects with improved robustness and efficiency.

Researchers have released a comprehensive dataset and evaluation platform to accelerate the development of AI tools that can determine a molecule’s structure from its NMR spectrum.
![Figure 1:Cognitive Tasks. The study illuminates how cognitive tasks, encompassing processes like [latex] \text{planning} [/latex], [latex] \text{reasoning} [/latex], and [latex] \text{learning} [/latex], are not isolated modules but rather interconnected functions that dynamically interact to facilitate complex problem-solving.](https://arxiv.org/html/2601.16009v1/images/OSPAN.png)
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The Laser Interferometer Space Antenna promises to open a new window on the cosmos by detecting gravitational waves from previously inaccessible sources.
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