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Low-Resource Music Genre Classification with Advanced Neural Model Reprogramming


Nov 02, 2022
Yun-Ning Hung, Chao-Han Huck Yang, Pin-Yu Chen, Alexander Lerch

* Submitted to ICASSP 2023. Some experimental results were reduced due to the space limit. The implementation will be available at https://github.com/biboamy/music-repro 

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A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition


Nov 02, 2022
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee

* Submitted to ICASSP 2023 

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Inference and Denoise: Causal Inference-based Neural Speech Enhancement


Nov 02, 2022
Tsun-An Hsieh, Chao-Han Huck Yang, Pin-Yu Chen, Sabato Marco Siniscalchi, Yu Tsao

* Submitted to ICASSP 2023 

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Certified Robustness of Quantum Classifiers against Adversarial Examples through Quantum Noise


Nov 02, 2022
Jhih-Cing Huang, Yu-Lin Tsai, Chao-Han Huck Yang, Cheng-Fang Su, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo

* Submitted to IEEE ICASSP 2023 

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An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition


Oct 13, 2022
Chao-Han Huck Yang, I-Fan Chen, Andreas Stolcke, Sabato Marco Siniscalchi, Chin-Hui Lee

* 5 pages. Accepted to IEEE SLT 2022. A first version draft was finished in Aug 2021 

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An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition


Oct 12, 2022
Chao-Han Huck Yang, Jun Qi, Sabato Marco Siniscalchi, Chin-Hui Lee

* Accepted to ISCA, ISCSLP 2022, Singapore. 5 Pages 

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Theoretical Error Performance Analysis for Variational Quantum Circuit Based Functional Regression


Jun 08, 2022
Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, Min-Hsiu Hsieh

* Preprint version. 16 pages 

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A study on joint modeling and data augmentation of multi-modalities for audio-visual scene classification


Mar 31, 2022
Qing Wang, Jun Du, Siyuan Zheng, Yunqing Li, Yajian Wang, Yuzhong Wu, Hu Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee

* 5 pages, 1 figure, submitted to INTERSPEECH 2022 

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Treatment Learning Transformer for Noisy Image Classification


Mar 29, 2022
Chao-Han Huck Yang, I-Te Danny Hung, Yi-Chieh Liu, Pin-Yu Chen

* Preprint. The first version was finished in May 2018 

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