Search Results for author: Ruxin Chen

Found 3 papers, 1 papers with code

Temporal Attentive Alignment for Large-Scale Video Domain Adaptation

5 code implementations ICCV 2019 Min-Hung Chen, Zsolt Kira, Ghassan AlRegib, Jaekwon Yoo, Ruxin Chen, Jian Zheng

Finally, we propose Temporal Attentive Adversarial Adaptation Network (TA3N), which explicitly attends to the temporal dynamics using domain discrepancy for more effective domain alignment, achieving state-of-the-art performance on four video DA datasets (e. g. 7. 9% accuracy gain over "Source only" from 73. 9% to 81. 8% on "HMDB --> UCF", and 10. 3% gain on "Kinetics --> Gameplay").

Domain Adaptation

Speaker Cluster-Based Speaker Adaptive Training for Deep Neural Network Acoustic Modeling

no code implementations20 Apr 2016 Wei Chu, Ruxin Chen

The previously trained DNN of the matched speaker cluster is used for decoding utterances of the test speaker.

Speech Recognition

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