Výsledky vyhledávání - "Deep denoising autoencoder (DDAE)"

Deep Architecture for High-Speed Railway Insulator Surface Defect Detection: Denoising Autoencoder With Multitask Learning Autor Kang, Gaoqiang, Gao, Shibin, Yu, Long, Zhang, Dongkai

“…The insulator is an important catenary component that maintains the insulation between the catenary and earth. Due to the long-term impact of railway vehicles…”
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A Deep Denoising Autoencoder Approach to Improving the Intelligibility of Vocoded Speech in Cochlear Implant Simulation Autor Lai, Ying-Hui, Chen, Fei, Wang, Syu-Siang, Lu, Xugang, Tsao, Yu, Lee, Chin-Hui

“…Objective: In a cochlear implant (CI) speech processor, noise reduction (NR) is a critical component for enabling CI users to attain improved speech perception…”
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An evolutionary deep neural network for predicting morbidity of gastrointestinal infections by food contamination Autor Song, Qin, Zheng, Yu-Jun, Xue, Yu, Sheng, Wei-Guo, Zhao, Mei-Rong

“…A majority of gastrointestinal infectious diseases are caused by food contamination, and prediction of morbidity can be very useful for etiological factor…”
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A Pythagorean-Type Fuzzy Deep Denoising Autoencoder for Industrial Accident Early Warning Autor Zheng, Yu-Jun, Chen, Sheng-Yong, Xue, Yu, Xue, Jin-Yun

“…Early warning is crucial for preventing industrial accidents and mitigating damage, but current methods are often time-consuming, error-prone, and incompetent…”
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CNN-LSTM-AM approach for outdoor wireless optical communication systems Autor Abdelsattar, Montaser, Amer, Eman S., Ziedan, Hamdy A., Salama, Wessam M.

“…This paper introduces the enhancement of Visible Light Communications (VLC) for V2V using artificial intelligence models. Different V2V scenarios are…”
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Whispered speech recognition using deep denoising autoencoder Autor Grozdić, Đorđe T., Jovičić, Slobodan T., Subotić, Miško

“…Recently Deep Denoising Autoencoders (DDAE) have shown state-of-the-art performance on various machine learning tasks. In this paper, the authors extended this…”
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Calibration-Free 3D Indoor Positioning Algorithms Based on DNN and DIFF Autor Yang, Jingmin, Deng, Shanghui, Xu, Li, Zhang, Wenjie

“…The heterogeneity of wireless receiving devices, co-channel interference, and multi-path effect make the received signal strength indication (RSSI) of Wi-Fi…”
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Speech Intelligibility Enhancement for Cochlear Implant using Multi-Objective Deep Denoising Autoencoder Autor Prasanna Vishnu, Barre Uma, Poluboina, Venkateswarlu, B, Sushma, Pulikala, Aparna

“…This study introduces a novel technique for enhancing the performance of deep denoising autoencoders (DDAE) in speech processing for cochlear implants (CIs)…”
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Targeted Voice Enhancement by Bandpass Filter and Composite Deep Denoising Autoencoder Autor Lazim AL-Taai, Raghad Yaseen, Xiaojun, Wu, Y, Zhu

“…In many hearing-aids systems, background noise degrades the speech quality and intelligibility. In this paper, we propose a hybrid system for hearing-aids…”
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Hearing aids APP design based on deep learning technology Autor Han, Ji Yan, Zheng, Wei Zhong, Huang, Ren Jie, Tsao, Yu, Lai, Ying Hui

“…Hearing loss is a common health issue in an aging society. When the seniors are suffering from hearing losses, it will affect their quality of life…”
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Modular dynamic deep denoising autoencoder for speech enhancement Autor Safari, Razieh, Ahadi, Seyed Mohammad, Seyedin, Sanaz

“…Deep Denoising Autoencoder (DDAE) is an effective method for noise reduction and speech enhancement. However, a single DDAE with a fixed number of frames for…”
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A multimodal machine learning model for bipolar disorder mania classification: Insights from acoustic, linguistic, and visual cues Autor Murugavel, Kiruthiga Devi, R, Parthasarathy, Mathivanan, Sandeep Kumar, Srinivasan, Saravanan, Shivahare, Basu Dev, Shah, Mohd Asif

“…Mood fluctuations that can vary from manic to depressive states are a symptom of a disease known as bipolar disorder, which affects mental health. Interviews…”
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