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cs.SD2022
Instance-level loss based multiple-instance learning framework for acoustic scene classification
Won-Gook Choi, Joon-Hyuk Chang, Jae-Mo Yang +1
In the acoustic scene classification (ASC) task, an acoustic scene consists of diverse sounds and is inferred by identifying combinations of distinct attributes among them. This st…
cs.SD2018
Augmenting Bottleneck Features of Deep Neural Network Employing Motor State for Speech Recognition at Humanoid Robots
Moa Lee, Joon Hyuk Chang
As for the humanoid robots, the internal noise, which is generated by motors, fans and mechanical components when the robot is moving or shaking its body, severely degrades the per…