17 citations · 43 across the 13 of their papers we have counts for
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cs.SD2023★ 9 cited
Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning
Yucong Zhang, Hongbin Suo, Yulong Wan +1
This paper proposes an approach for anomalous sound detection that incorporates outlier exposure and inlier modeling within a unified framework by multitask learning. While outlier…
eess.AS2023★ 12 cited
Task-Agnostic Structured Pruning of Speech Representation Models
Haoyu Wang, Siyuan Wang, Wei-Qiang Zhang +2
Self-supervised pre-trained models such as Wav2vec2, Hubert, and WavLM have been shown to significantly improve many speech tasks. However, their large memory and strong computatio…