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cs.SD2026
Understanding Automatic Mixing: A Subtask-Oriented Analysis of Two-Stage Mixing System
Jinjie Shi, Wei Hua, Kunzhu Xie +3
Automatic mixing transforms multitrack recordings into perceptually coherent, balanced, and aesthetically consistent mixes. In real-world production, this task is challenging due t…
cs.CV2026
SignMAE: Segmentation-Driven Self-Supervised Learning for Sign Language Recognition
Kunyuan Xie, Zhixi Cai, Kalin Stefanov
Subtle hand differences make sign language recognition challenging, yet many existing methods rely on encoders pretrained on generic action datasets that poorly capture such fine-g…