M. Poreba

Quantization errors in speech enhancement models can be largely mitigated by robust spatial filtering, enabling efficient deployment on low-resource devices.

Achieving ultra-low latency of 8 ms, RT-Tango redefines binaural speech enhancement for hearing aids without sacrificing performance.

Resource-strapped robots can now achieve near state-of-the-art panoptic segmentation without sacrificing accuracy, thanks to a novel lightweight architecture that slashes computational costs.