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检索条件"主题词=deep denoising autoencoder"
15 条 记 录,以下是11-20 订阅
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SELF-SUPERVISED denoising autoencoder WITH LINEAR REGRESSION DECODER FOR SPEECH ENHANCEMENT
SELF-SUPERVISED DENOISING AUTOENCODER WITH LINEAR REGRESSION...
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Zezario, Ryandhimas E. Hussain, Tassadaq Lu, Xugang Wang, Hsin-Min Tsao, Yu Acad Sinica Res Ctr Informat Technol Innovat Taipei Taiwan Natl Taiwan Univ Dept Comp Sci & Informat Engn Taipei Taiwan Acad Sinica Taiwan Int Grad Program Social Network & Human Ct Inst Informat Sci Taipei Taiwan Natl Inst Informat & Commun Technol Koganei Tokyo Japan Acad Sinica Sti Tute Informat Sci Taipei Taiwan
Nonlinear spectral mapping-based models based on supervised learning have successfully applied for speech enhancement. However, as supervised learning approaches, a large amount of labelled data (noisy-clean speech pa... 详细信息
来源: 评论
COMPARISON OF UNSUPERVISED SEQUENCE ADAPTATIONS FOR deep NEURAL NETWORKS  41
COMPARISON OF UNSUPERVISED SEQUENCE ADAPTATIONS FOR DEEP NEU...
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41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Kobayashi, Akio Onoe, Kazuo Ichiki, Manon Sato, Shoei NHK Engn Syst Inc Tokyo Japan NHK Japan Broadcasting Coporat Sci & Technol Res Labs Tokyo Japan
This paper compares unsupervised sequence training techniques for deep neural networks (DNN) for broadcast transcriptions. Recent progress in digital archiving of broadcast content has made it easier to access large a... 详细信息
来源: 评论
Boundary-Preserved deep denoising of Stochastic Resonance Enhanced Multiphoton Images
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IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2022年 10卷 1页
作者: Niu, Sheng-Yong Guo, Lun-Zhang Li, Yue Zhang, Zhiming Wang, Tzung-Dau Liu, Kai-Chun Li, You-Jin Tsao, Yu Liu, Tzu-Ming Acad Sinica Res Ctr Informat Technol Innovat CITI Taipei 11529 Taiwan Univ Calif San Diego Dept Comp Sci & Engn San Diego CA 92093 USA Natl Taiwan Univ Dept Biomed Engn Taipei 10617 Taiwan Univ Macau Fac Hlth Sci Inst Translat Med Taipa Macao Peoples R China Univ Macau Minist Educ Frontiers Sci Ctr Precis Oncol Taipa Macao Peoples R China Natl Taiwan Univ Hosp Coll Med Cardiovasc Ctr Taipei 10002 Taiwan Natl Taiwan Univ Hosp Coll Med Dept Internal Med Div Cardiol Taipei 10002 Taiwan Chung Yuan Christian Univ Dept Elect Engn Taoyuan 32023 Taiwan
Objective: With the rapid growth of high-speed deep-tissue imaging in biomedical research, there is an urgent need to develop a robust and effective denoising method to retain morphological features for further textur... 详细信息
来源: 评论
Speech Dereverberation Based on Integrated deep and Ensemble Learning Algorithm
Speech Dereverberation Based on Integrated Deep and Ensemble...
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IEEE International Conference on Acoustics, Speech and Signal Processing
作者: Wei-Jen Lee Syu-Siang Wang Fei Chen Xugang Lu Shao-Yi Chien Yu Tsao Research Center for Information Technology Innovation Academia Sinica Taiwan Department of Electrical and Electronic Engineering Southern University of Science and Technology China National Institute of Information and Communications Technology Japan Department of Electrical Engineering National Taiwan University Taiwan
Reverberation, which is generally caused by sound reflections from walls, ceilings, and floors, can result in severe performance degradation of acoustic applications. Due to a complicated combination of attenuation an... 详细信息
来源: 评论
COMPARISON OF UNSUPERVISED SEQUENCE ADAPTATIONS FOR deep NEURAL NETWORKS
COMPARISON OF UNSUPERVISED SEQUENCE ADAPTATIONS FOR DEEP NEU...
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IEEE International Conference on Acoustics, Speech and Signal Processing
作者: Akio Kobayashi Kazuo Onoe Manon Ichiki Shoei Sato NHK Engineering System. Inc. Tokyo Japan NHK (Japan Broadcasting Coporation) Science and Technology Research Laboratories Tokyo Japan
This paper compares unsupervised sequence training techniques for deep neural networks (DNN) for broadcast transcriptions. Recent progress in digital archiving of broadcast content has made it easier to access large a... 详细信息
来源: 评论