Jiajun Deng
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This paper proposes two aggregation strategies for personalizing federated learning-based ASR for dysarthric speakers.
A novel confidence score guided incremental and speaker adaptive pseudo-labeling approach is proposed for semi-supervised elderly speech recognition.
A novel approach for zero-shot, real-time speaker adaptation for elderly speech recognition.
The paper proposes Next-Turn, a method for endpoint detection in streaming speech systems that outperforms existing methods.
Papers
Next-Turn: Duration-Aware Streaming Endpoint Detection via Time-to-Next-Speech-Onset Prediction
Tristan Tsoi, Jiajun Deng, Yingke Zhu, Huu Quyen Dang +4 more
The paper proposes Next-Turn, a method for endpoint detection in streaming speech systems that outperforms existing methods.