41 citations · 59 across the 13 of their papers we have counts for
3 papers · 1 filter
An interpretable imbalanced semi-supervised deep learning framework for improving differential diagnosis of skin diseases
Futian Weng, Yuanting Ma, Jinghan Sun +5
Dermatological diseases are among the most common disorders worldwide. This paper presents the first study of the interpretability and imbalanced semi-supervised learning of the mu…
Dynamic Latency for CTC-Based Streaming Automatic Speech Recognition With Emformer
Jingyu Sun, Guiping Zhong, Dinghao Zhou +1
An inferior performance of the streaming automatic speech recognition models versus non-streaming model is frequently seen due to the absence of future context. In order to improve…
Locality Matters: A Locality-Biased Linear Attention for Automatic Speech Recognition
Jingyu Sun, Guiping Zhong, Dinghao Zhou +2
Conformer has shown a great success in automatic speech recognition (ASR) on many public benchmarks. One of its crucial drawbacks is the quadratic time-space complexity with respec…