Jen-Cheng Hou

According to our database, Jen-Cheng Hou authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids.

Jasper Kirton-Wingate, Shafique Ahmed, Adeel Hussain, Mandar Gogate, Kia Dashtipour, Jen-Cheng Hou, Tassadaq Hussain, Yu Tsao, Amir Hussain

CoRR, 2024

Epileptic Seizure Classification with Patient-level and Video-level Contrastive Pretraining.

Chin-Jou Li, Chien-Chen Chou, Yen-Cheng Shih, Li-Chuan Kuo, Yu-Te Wang, Aileen McGonigal, Hsiang-Yu Yu, Jen-Cheng Hou, Yu Tsao

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Deep Complex U-Net with Conformer for Audio-Visual Speech Enhancement.

Shafique Ahmed, Chia-Wei Chen, Wenze Ren, Chin-Jou Li, Ernie Chu, Jun-Cheng Chen, Amir Hussain, Hsin-Min Wang, Yu Tsao, Jen-Cheng Hou

CoRR, 2023

Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings.

I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Audio-Visual Speech Enhancement and Separation by Leveraging Multi-Modal Self-Supervised Embeddings.

I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou

CoRR, 2022

A Self-Supervised Pre-Training Framework for Vision-Based Seizure Classification.

Jen-Cheng Hou, Aileen McGonigal, Fabrice Bartolomei, Monique Thonnat

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Quantified Analysis for Video Recordings of Seizure. (Analyse Quantifiée des Vidéos de Crises Epileptiques).

Jen-Cheng Hou

PhD thesis, 2021

A Multi-Stream Approach for Seizure Classification with Knowledge Distillation.

Jen-Cheng Hou, Aileen McGonigal, Fabrice Bartolomei, Monique Thonnat

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2018

Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks.

Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang

IEEE Trans. Emerg. Top. Comput. Intell., 2018

2017

Audio-Visual Speech Enhancement based on Multimodal Deep Convolutional Neural Network.

Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang

CoRR, 2017

2016

Audio-visual speech enhancement using deep neural networks.

Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016