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    Machine Learning-Based Techniques for Forecasting Emergency Department Peak Load Due to Respiratory Diseases Patients 

    Khatri, Krishan Lal (2017-08)
    Chronic Respiratory diseases, mainly asthma and Chronic Obstructive Pulmonary Disease (COPD), affect the lives of people by limiting their activities in various aspects. Overcrowding of hospital emergency departments (EDs) ...
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    Activity Recognition in Videos Using Deep Learning 

    Shanbhag, Mahesh Ramaray (2018-05)
    Automatically recognizing activities in a video is a long standing goal of computer vision and artificial intelligence. Recently, breakthroughs in deep learning have revolutionized the field of computer vision and today ...
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    Robust acoustic modeling and front-end design for distant speech recognition 

    Mirsamadi, Seyedmahdad (2017-12)
    In recent years, there has been a significant increase in the popularity of voice-enabled technologies which use human speech as the primary interface with machines. Recent advancements in acoustic modeling and feature ...
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    Predictable GPGPU Computing in DNN-Driven Autonomous Systems 

    Zhou, Husheng (2018-12)
    Graphics processing units (GPUs) are being widely used as co-processors in many domains to accelerate general-purpose workloads that are data-parallel and computationally intensive, i.e., GPGPU. An emerging usage domain ...
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    Machine Learning Solutions for Emotional Speech: Exploiting the Information of Individual Annotations 

    Lotfian, Reza (2018-05)
    Speech emotion recognition solutions designed under controlled conditions do not translate well into real-life applications. The first step to address this issue is developing a large, natural emotional database. Current ...
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    FPGA Implementation of Reduced Precision Convolutional Neural Networks 

    Nabil, Muhammad Mohid (2018-08)
    With the improvement in processing systems, machine learning applications are finding widespread use in almost all sectors of technology. Image recognition is one application of machine learning which has become widely ...
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    Study of Real-Time Facial Expression Recognition on Noisy Images and Videos 

    Suk, Myung Hoon (2018-12)
    Automatic facial expression recognition (FER) and emotion recognition have aroused many researchers’ interest in a variety of research fields because of an important role in human centered interfaces and the advent of ...
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    Advances in Audiovisual Speech Processing for Robust Voice Activity Detection and Automatic Speech Recognition 

    Tao, Fei (2018-12)
    Speech processing systems are widely used in existing commercial applications, including virtual assistants in smartphones and home assistant devices. Speech-based commands provide convenient hands-free functionality for ...
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    Supervised Battery Capacity Estimation 

    Pyne, Moinak (2019-05)
    Evaluation of capacity fade in Li-ion batteries in the ballparks of energy research has assumed significant importance in recent times extensively owing to growing demand and need for portable power supplies and electric ...
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    Deep Neural Networks and Model-Based Approaches for Robust Speaker Diarization in Naturalistic Audio Streams 

    Dubey, Harishchandra (2019-08)
    Speaker diarization is an unsupervised task that determines "who spoke and when" within input audio stream. It consists of four sub-systems: (i) speech activity detection (SAD); (ii) speaker segmentation and modeling; ...
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    AuthorDubey, Harishchandra (1)Kaur, Navdeep (1)Khatri, Krishan Lal (1)Krishnani, Akshay Raju (1)Lotfian, Reza (1)Maisberger, Matthew C (1)Mirsamadi, Seyedmahdad (1)Nabil, Muhammad Mohid (1)Pyne, Moinak (1)Saxena, Abhishek Girish (1)... View MoreSubject
    Neural networks (Computer science) (19)
    Machine learning (10)Automatic speech recognition (3)Convolutions (Mathematics) (3)Supervised learning (Machine learning) (3)Emotion recognition (2)Facial expression (2)Field programmable gate arrays (2)Human face recognition (Computer science) (2)Natural language processing (Computer science) (2)... View MoreDate Issued2018 (7)2019 (6)2020 (4)2017 (2)Has File(s)Yes (19)

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