Jen-Cheng Hou

14 papers B 1Misc 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement.
CoRR
Chih-Ning Chen, Jen-Cheng Hou, Hsin-Min Wang, Shao-Yi Chien, Yu Tsao, Fan-Gang Zeng
2026 J jnl
Leveraging Self-Supervised Audio-Visual Pretrained Models to Improve Vocoded Speech Intelligibility in Cochlear Implant Simulation.
IEEE Trans. Biomed. Eng.
Richard Lee Lai, Jen-Cheng Hou, I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Mandar Gogate, Tughrul Arslan, Amir Hussain, Chii-Wann Lin, Yu Tsao
2025 J jnl
Bridging The Multi-Modality Gaps of Audio, Visual and Linguistic for Speech Enhancement.
CoRR
Meng-Ping Lin, Jen-Cheng Hou, Chia-Wei Chen, Shao-Yi Chien, Jun-Cheng Chen, Xugang Lu, Yu Tsao
2024 — conf
Epileptic Seizure Classification with Patient-level and Video-level Contrastive Pretraining.
EMBC
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
2024 J jnl
Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids.
CoRR
Jasper Kirton-Wingate, Shafique Ahmed, Adeel Hussain, Mandar Gogate, Kia Dashtipour, Jen-Cheng Hou, Tassadaq Hussain, Yu Tsao, Amir Hussain
2023 — conf
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings.
ICASSP Workshops
I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou
2023 J jnl
Deep Complex U-Net with Conformer for Audio-Visual Speech Enhancement.
CoRR
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
2022 Misc conf
A Self-Supervised Pre-Training Framework for Vision-Based Seizure Classification.
ICASSP
Jen-Cheng Hou, Aileen McGonigal, Fabrice Bartolomei, Monique Thonnat
2022 J jnl
Audio-Visual Speech Enhancement and Separation by Leveraging Multi-Modal Self-Supervised Embeddings.
CoRR
I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou
2021 B conf
A Multi-Stream Approach for Seizure Classification with Knowledge Distillation.
AVSS
Jen-Cheng Hou, Aileen McGonigal, Fabrice Bartolomei, Monique Thonnat
2021 — —
Quantified Analysis for Video Recordings of Seizure. (Analyse Quantifiée des Vidéos de Crises Epileptiques).
Jen-Cheng Hou
2018 J jnl
Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell.
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang
2017 J jnl
Audio-Visual Speech Enhancement based on Multimodal Deep Convolutional Neural Network.
CoRR
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang
2016 — conf
Audio-visual speech enhancement using deep neural networks.
APSIPA
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang