no code implementations • 11 Dec 2024 • Haowei Lou, Helen Paik, Pari Delir Haghighi, Wen Hu, Lina Yao
By using latent embeddings as the intermediate representation, LatentSpeech reduces the target dimension to 5% of what is required for MelSpecs, simplifying the processing for the TTS encoder and vocoder and enabling efficient high-quality speech generation.
no code implementations • 11 Dec 2024 • Haowei Lou, Helen Paik, Wen Hu, Lina Yao
Recent advancements in text-to-speech (TTS) systems, such as FastSpeech and StyleSpeech, have significantly improved speech generation quality.
no code implementations • 20 Nov 2024 • Jiawei Hu, Hong Jia, Mahbub Hassan, Lina Yao, Brano Kusy, Wen Hu
We propose LightLLM, a model that fine tunes pre-trained large language models (LLMs) for light-based sensing tasks.
no code implementations • 29 Oct 2024 • Hongtao Huang, Chengkai Huang, Xiaojun Chang, Wen Hu, Lina Yao
First, they implicitly model the diffusion process for target item embeddings rather than the discrete target item itself, leading to inconsistency in the recommendation process.
no code implementations • 20 Sep 2024 • Mark Cardamis, Chun Tung Chou, Wen Hu
In this paper, we introduce MotionLeaf , a novel mmWave base multi-point vibration frequency measurement system that can estimate plant stress by analyzing the surface vibrations of multiple leaves.
no code implementations • 20 Sep 2024 • Mark Cardamis, Hong Jia, Hao Qian, Wenyao Chen, Yihe Yan, Oula Ghannoum, Aaron Quigley, Chung Tung Chou, Wen Hu
While recent studies have shown the potential of using millimeter-wave (mmWave) radar for plant sensing, many overlook crucial factors such as leaf structure and surface roughness, which can impact the accuracy of the measurements.
1 code implementation • 27 Aug 2024 • Haowei Lou, Helen Paik, Wen Hu, Lina Yao
This paper introduces StyleSpeech, a novel Text-to-Speech~(TTS) system that enhances the naturalness and accuracy of synthesized speech.
1 code implementation • 16 Apr 2024 • Tiannuo Yang, Wen Hu, Wangqi Peng, Yusen Li, Jianguo Li, Gang Wang, Xiaoguang Liu
However, due to the inherent characteristics of VDMS, automatic performance tuning for VDMS faces several critical challenges, which cannot be well addressed by the existing auto-tuning methods.
no code implementations • 22 Mar 2024 • Jiaheng Yu, Jing Li, Yue He, Kai Zhu, Shuyi Zhang, Wen Hu
Recent methods utilize graph contrastive Learning within graph-structured user-item interaction data for collaborative filtering and have demonstrated their efficacy in recommendation tasks.
no code implementations • 21 Feb 2024 • Hongtao Huang, Xiaojun Chang, Wen Hu, Lina Yao
In this paper, we propose MatchNAS, a novel scheme for porting DNNs to mobile devices.
no code implementations • 10 Oct 2023 • Peng Di, Jianguo Li, Hang Yu, Wei Jiang, Wenting Cai, Yang Cao, Chaoyu Chen, Dajun Chen, Hongwei Chen, Liang Chen, Gang Fan, Jie Gong, Zi Gong, Wen Hu, Tingting Guo, Zhichao Lei, Ting Li, Zheng Li, Ming Liang, Cong Liao, Bingchang Liu, Jiachen Liu, Zhiwei Liu, Shaojun Lu, Min Shen, Guangpei Wang, Huan Wang, Zhi Wang, Zhaogui Xu, Jiawei Yang, Qing Ye, Gehao Zhang, Yu Zhang, Zelin Zhao, Xunjin Zheng, Hailian Zhou, Lifu Zhu, Xianying Zhu
It is specifically designed for code-related tasks with both English and Chinese prompts and supports over 40 programming languages.
no code implementations • 23 Jul 2023 • Rumeng Li, Xun Wang, Dan Berlowitz, Brian Silver, Wen Hu, Heather Keating, Raelene Goodwin, Weisong Liu, Honghuang Lin, Hong Yu
We used a panel of AD-related keywords and their occurrences over time in a patient's longitudinal EHRs as predictors for AD prediction with four machine learning models.
no code implementations • 16 Aug 2021 • Jun Liu, Jiayao Gao, Sanjay Jha, Wen Hu
By exploiting both the original and the conjugate of the physical layer, Seirios can resolve the direct path from multiple reflectors in both indoor and outdoor environments.
no code implementations • 23 Oct 2020 • Isura Nirmal, Abdelwahed Khamis, Mahbub Hassan, Wen Hu, Xiaoqing Zhu
While decade-long research has clearly demonstrated the vast potential of radio frequency (RF) for many human sensing tasks, scaling this technology to large scenarios remained problematic with conventional approaches.
no code implementations • 6 Sep 2020 • Dong Ma, Guohao Lan, Weitao Xu, Mahbub Hassan, Wen Hu
We prototype the proposed gait recognition architecture in the form factor of an insole and evaluate its gait recognition as well as energy harvesting performance with 20 subjects.
1 code implementation • 5 Dec 2018 • Dong Ma, Guohao Lan, Mahbub Hassan, Wen Hu, Mushfika B. Upama, Ashraf Uddin, Moustafa Youssef
We design a system, SolarGest, which can recognize hand gestures near a solar-powered device by analyzing the patterns of the photocurrent.
Human-Computer Interaction
no code implementations • 2 Dec 2015 • Mingrui Yang, Frank de Hoog, Yuqi Fan, Wen Hu
In this paper, we propose a new sampling strategy for hyperspectral signals that is based on dictionary learning and singular value decomposition (SVD).
no code implementations • 5 Sep 2014 • Rajib Rana, Brano Kusy, Josh Wall, Wen Hu
Much of the energy consumption in buildings is due to HVAC systems, which has motivated several recent studies on making these systems more energy- efficient.