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检索条件"主题词=encoder-decoder"
902 条 记 录,以下是791-800 订阅
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DOMAIN ADAPTATION VIA TEACHER-STUDENT LEARNING FOR END-TO-END SPEECH RECOGNITION
DOMAIN ADAPTATION VIA TEACHER-STUDENT LEARNING FOR END-TO-EN...
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IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
作者: Meng, Zhong Li, Jinyu Gaur, Yashesh Gong, Yifan Microsoft Corp Redmond WA 98052 USA
Teacher-student (T/S) has shown to be effective for domain adaptation of deep neural network acoustic models in hybrid speech recognition systems. In this work, we extend the T/S learning to large-scale unsupervised d... 详细信息
来源: 评论
Pretraining by Backtranslation for End-to-end ASR in Low-Resource Settings  20
Pretraining by Backtranslation for End-to-end ASR in Low-Res...
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Interspeech Conference
作者: Wiesner, Matthew Renduchintala, Adithya Watanabe, Shinji Liu, Chunxi Dehak, Najim Khudanpur, Sanjeev Johns Hopkins Univ Ctr Language & Speech Proc Baltimore MD 21218 USA Johns Hopkins Univ Human Language Technol Ctr Excellence Baltimore MD 21218 USA
We explore training attention-based encoder-decoder ASR in low-resource settings. These models perform poorly when trained on small amounts of transcribed speech, in part because they depend on having sufficient targe... 详细信息
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A novel image-dehazing network with a parallel attention block
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PATTERN RECOGNITION 2020年 第0期102卷 107255-000页
作者: Yin, Shibai Wang, Yibin Yang, Yee-Hong Southwestern Univ Finance & Econ Dept Econ Informat Engn Chengdu 611130 Sichuan Peoples R China Sichuan Normal Univ Dept Engn Chengdu 610066 Sichuan Peoples R China Univ Alberta Dept Comp Sci Edmonton AB T6G 2E8 Canada
Image dehazing is a very important pre-processing step to many computer vision tasks such as object recognition and tracking. However, it is a challenging problem because the physical parameters of imaging, e.g. the d... 详细信息
来源: 评论
PREDICTING HUMAN GRASP LOCATIONS ON CUP HANDLES BY USING DEEP NEURAL NETWORKS TO INFER HEAT SIGNATURES FROM DEPTH DATA
PREDICTING HUMAN GRASP LOCATIONS ON CUP HANDLES BY USING DEE...
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IEEE International Conference on Multimedia and Expo (IEEE ICME)
作者: Jiang, Yijun Banerjee, Sean Banerjee, Natasha Kholgade Clarkson Univ Potsdam NY 13699 USA
In automated assisted living where a robot assists a human to interact with physical objects, an important challenge is for a robot to understand where humans are likely to grasp objects, so that the robot can present... 详细信息
来源: 评论
End-to-End Image Dehazing via Dual Principles of Discriminativeness  11
End-to-End Image Dehazing via Dual Principles of Discriminat...
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11th International Conference on Digital Image Processing (ICDIP)
作者: Ye, Lu-Yue Liu, Yuan-Yuan Shao, Wen-Ze Wang, Li-Qian Bao, Bing-Kun Li, Hai-Bo Nanjing Univ Posts & Telecommun Coll Telecommun & Informat Engn 66 Xinmofan Rd Nanjing 210003 Peoples R China
This work addresses the problem of single image dehazing particularly towards the goal of better visibility restoration. Athough extensive studies have been performed, almost all of them are heavily built on the atmos... 详细信息
来源: 评论
Estimation of 2D Velocity Model using Acoustic Signals and Convolutional Neural Networks  26
Estimation of 2D Velocity Model using Acoustic Signals and C...
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IEEE 26th International Conference on Electronics, Electrical Engineering and Computing (INTERCON)
作者: Apolinario, Marco Paul E. Huaman Bustamante, Samuel G. Morales, Giorgio Diaz, Daniel Natl Univ Engn Natl Inst Res & Training Telecommun INICTEL UNI Lima Peru
The parameters estimation of a system using indirect measurements over the same system is a problem that occurs in many fields of engineering, known as the inverse problem. It also happens in the field of underwater a... 详细信息
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Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI
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SENSORS 2020年 第11期20卷 3183.-3183.页
作者: Khan, Zia Yahya, Norashikin Alsaih, Khaled Ali, Syed Saad Azhar Meriaudeau, Fabrice Univ Teknol PETRONAS Ctr Intelligent Signal & Imaging Res CISIR Dept Elect & Elect Engn Seri Iskandar 32610 Perak Malaysia Univ Burgundy ImViA ITFIM F-21078 Dijon France
In this paper, we present an evaluation of four encoder-decoder CNNs in the segmentation of the prostate gland in T2W magnetic resonance imaging (MRI) image. The four selected CNNs are FCN, SegNet, U-Net, and DeepLabV... 详细信息
来源: 评论
Trace2trace-A Feasibility Study on Neural Machine Translation Applied to Human Motion Trajectories
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SENSORS 2020年 第12期20卷 3503.-3503.页
作者: Crivellari, Alessandro Beinat, Euro Univ Salzburg Dept Geoinformat Z GIS A-5020 Salzburg Austria
Neural machine translation is a prominent field in the computational linguistics domain. By leveraging the recent developments of deep learning, it gave birth to powerful algorithms for translating text from one langu... 详细信息
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Automatic Tongue Image Segmentation For Real-Time Remote Diagnosis
Automatic Tongue Image Segmentation For Real-Time Remote Dia...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Li, Xinlei Yang, Dawei Wang, Yan Yang, Shuai Qi, Lizhe Li, Fufeng Gan, Zhongxue Zhang, Wenqiang Fudan Univ Acad Engn & Technol Shanghai Peoples R China Shanghai Univ TCM Lab TCM Four Proc Shanghai Peoples R China
Tongue diagnosis, one of the essential diagnostic methods of Traditional Chinese Medicine (TCM), is considered an ideal candidate for remote diagnosis methods because of its convenience and noninvasiveness. However, t... 详细信息
来源: 评论
ADDITIONAL SHARED decoder ON SIAMESE MULTI-VIEW encoderS FOR LEARNING ACOUSTIC WORD EMBEDDINGS
ADDITIONAL SHARED DECODER ON SIAMESE MULTI-VIEW ENCODERS FOR...
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IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
作者: Jung, Myunghun Lim, Hyungjun Goo, Jahyun Jung, Youngmoon Kim, Hoirin Korea Adv Inst Sci & Technol Sch Elect Engn Daejeon South Korea
Acoustic word embeddings - fixed-dimensional vector representations of arbitrary-length words - have attracted increasing interest in query-by-example spoken term detection. Recently, on the fact that the orthography ... 详细信息
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