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Jen-Cheng Hou

Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks
2018 · Jen-Cheng Hou, Syu-Siang Wang, et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 268
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Audio-visual speech enhancement using deep neural networks
2016 · Jen-Cheng Hou, Syu-Siang Wang, et al. · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) · 31
Automated video analysis of emotion and dystonia in epileptic seizures
2022 · Jen-Cheng Hou, Monique Thonnat, et al. · Epilepsy Research · 30
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Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings
2023 · I-Chun Chern, Kuo-Hsuan Hung, et al. · IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) · 18
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A Multi-Stream Approach for Seizure Classification with Knowledge Distillation
2021 · Jen-Cheng Hou, Aileen McGonigal, et al. · IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) · 12
Leveraging Self-Supervised Audio-Visual Pretrained Models to Improve Vocoded Speech Intelligibility in Cochlear Implant Simulation
2025 · Richard Lee Lai, Jen-Cheng Hou, et al. · IEEE Transactions on Biomedical Engineering · 11
A Self-Supervised Pre-Training Framework for Vision-Based Seizure Classification
2022 · Jen-Cheng Hou, Aileen McGonigal, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 11
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Rhythmic rocking stereotypies in frontal lobe seizures: A quantified video study
2020 · Jen-Cheng Hou, Monique Thonnat, et al. · Neurophysiologie Clinique · 10
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Neural correlates of rhythmic rocking in prefrontal seizures
2020 · Arnaud Zalta, Jen-Cheng Hou, et al. · Neurophysiologie Clinique · 9
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Artificial Intelligence-Based Face Transformation in Patient Seizure Videos for Privacy Protection
2023 · Jen-Cheng Hou, Chin-Jou Li, et al. · Mayo Clinic Proceedings Digital Health · 8
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Towards Cross-Lingual Audio-Visual Speech Enhancement
2024 · Kia K. Dashtipour, Mandar Gogate, et al. · 6
Deep Complex U-Net with Conformer for Audio-Visual Speech Enhancement
2024 · Shafique Ahmed, Chia-Wei Chen, et al. · 5
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Audio-visual speech enhancement in noisy environments using emotion-based contextual cues
2026 · Tassadaq Hussain, Nasir Saleem, et al. · The Journal of the Acoustical Society of America · 4
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Face swapping in seizure videos for patient deidentification
2024 · Chin-Jou Li, Jen-Cheng Hou, et al. · Epilepsy Research · 4
Bridging The Multi-Modality Gaps of Audio, Visual and Linguistic for Speech Enhancement
2025 · Lin, Meng-Ping, Hou, Jen-Cheng, et al. · arXiv (Cornell University) · 3
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Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids
2024 · Kirton-Wingate, Jasper, Ahmed, Shafique, et al. · arXiv (Cornell University) · 3
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Epileptic Seizure Classification with Patient-level and Video-level Contrastive Pretraining
2024 · Chin-Jou Li, Chien-Chen Chou, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 2
LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement
2026 · Chih-Ning Chen, Jen-Cheng Hou, et al. · Interspeech (USB) · 1
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Mobile phone-based speech enhancement using cognitive load and fuzzy reasoning for normal and hearing-impaired users
2024 · Song Chen, Usman Anwar, et al. · 1
AV-LocoFiLM: Audio-Visual Speech Enhancement Using FiLM-Based Fusion and Hybrid Local–Global Transformers
2025 · Shafique Ahmed, Jen-Cheng Hou, et al.
Reply to: Artificial Intelligence Face Swapping: Promise and Peril in Health Care
2024 · Jen-Cheng Hou, Aileen McGonigal, et al. · Mayo Clinic Proceedings Digital Health
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Works count: 21
Citation count: 437
H-index: 9
I10-index: 8
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