2 papers
cs.SD2024
Papez: Resource-Efficient Speech Separation with Auditory Working Memory
Hyunseok Oh, Juheon Yi, Youngki Lee
Transformer-based models recently reached state-of-the-art single-channel speech separation accuracy; However, their extreme computational load makes it difficult to deploy them in…
cs.CV2024
Mondrian: On-Device High-Performance Video Analytics with Compressive Packed Inference
Changmin Jeon, Seonjun Kim, Juheon Yi +1
In this paper, we present Mondrian, an edge system that enables high-performance object detection on high-resolution video streams. Many lightweight models and system optimization…