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Home/Authors/Jiajun Deng

Jiajun Deng

4 indexed papers

Recent (6 mo)
4
With code
0
Influential cites
0
Benchmarked
0

Publications per year

4
26

Top categories

Sound×4Audio and Speech Processing×2AI×1

Frequent co-authors

Shujie Hu3×
Mengzhe Geng3×
Xunying Liu3×
Tao Zhong2×
Chengxi Deng2×
Xurong Xie2×

Research Timeline

2026
Towards Personalized Federated Learning for Dysarthric Speech Recognition

This paper proposes two aggregation strategies for personalizing federated learning-based ASR for dysarthric speakers.

Confidence Score Guided Incremental and Speaker Adaptive Pseudo-Labeling for Semi-Supervised Elderly Speech Recognition

A novel confidence score guided incremental and speaker adaptive pseudo-labeling approach is proposed for semi-supervised elderly speech recognition.

Decoding while Adapting: Zero-Shot Online Speaker Adaptation via Audio-Textual Prompts for Elderly Speech Recognition

A novel approach for zero-shot, real-time speaker adaptation for elderly speech recognition.

Next-Turn: Duration-Aware Streaming Endpoint Detection via Time-to-Next-Speech-Onset Prediction

The paper proposes Next-Turn, a method for endpoint detection in streaming speech systems that outperforms existing methods.

Highlighted terms show continued research focus across papers

Papers

cs.SDEmpiricalRecentJun 16, 2026

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.

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eess.AScs.SDEmpiricalRecent
Jun 15, 2026

Confidence Score Guided Incremental and Speaker Adaptive Pseudo-Labeling for Semi-Supervised Elderly Speech Recognition

Chengxi Deng, Xurong Xie, Shujie Hu, Jiajun Deng +6 more

A novel confidence score guided incremental and speaker adaptive pseudo-labeling approach is proposed for semi-supervised elderly speech recognition.

View →
eess.AScs.SDEmpiricalRecentJun 15, 2026

Decoding while Adapting: Zero-Shot Online Speaker Adaptation via Audio-Textual Prompts for Elderly Speech Recognition

Chengxi Deng, Xurong Xie, Shujie Hu, Mengzhe Geng +6 more

A novel approach for zero-shot, real-time speaker adaptation for elderly speech recognition.

View →
cs.SDcs.AIEmpiricalRecentJun 11, 2026

Towards Personalized Federated Learning for Dysarthric Speech Recognition

Tao Zhong, Mengzhe Geng, Jiajun Deng, Shujie Hu +1 more

This paper proposes two aggregation strategies for personalizing federated learning-based ASR for dysarthric speakers.

View →