Search Results for author: Ernie Chu

Found 4 papers, 1 papers with code

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

no code implementations20 Sep 2023 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

Recent studies have increasingly acknowledged the advantages of incorporating visual data into speech enhancement (SE) systems.

Speech Enhancement

MeDM: Mediating Image Diffusion Models for Video-to-Video Translation with Temporal Correspondence Guidance

1 code implementation19 Aug 2023 Ernie Chu, Tzuhsuan Huang, Shuo-Yen Lin, Jun-Cheng Chen

This study introduces an efficient and effective method, MeDM, that utilizes pre-trained image Diffusion Models for video-to-video translation with consistent temporal flow.

Diffusion to Confusion: Naturalistic Adversarial Patch Generation Based on Diffusion Model for Object Detector

no code implementations16 Jul 2023 Shuo-Yen Lin, Ernie Chu, Che-Hsien Lin, Jun-Cheng Chen, Jia-Ching Wang

To the best of our knowledge, we are the first to propose DM-based naturalistic adversarial patch generation for object detectors.

Video ControlNet: Towards Temporally Consistent Synthetic-to-Real Video Translation Using Conditional Image Diffusion Models

no code implementations30 May 2023 Ernie Chu, Shuo-Yen Lin, Jun-Cheng Chen

To the best of our knowledge, our proposed method is the first to accomplish diverse and temporally consistent synthetic-to-real video translation using conditional image diffusion models.

Optical Flow Estimation Translation

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