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Cross-Modal Knowledge Distillation for Acoustic Pedestrian Detection

Kim, Yonghyun et al.
arXiv (All) · Papers
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audio-and-speech-processingsound
Audio-only pedestrian detection is attractive for urban sensing but limited by weak acoustic cues. An appealing strategy is cross-modal knowledge distillation, in which a video teacher supervises the audio student during training so that the deployed model runs on audio alone. Under this task's seve
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