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    1

    Combining Connectionist Temporal Classification with Gaussian Mixture Models for English Phone Recognition
    • Department of Information Management /108/ Master
    • Author: Si-Chi Huang Advisor:
    • Connectionist Temporal Classification (CTC) is a combination of dynamic programming and deep neural…
    • Clicks: 633Downloads: 14

    2

    Improvement and Analysis for Image Style Transfer based on StyleBank Model
    • Department of Information Management /107/ Master
    • Author: I-Chun Yeh Advisor:
    • Style transfer is a technique for extracting stylish elements from a style image, such as art or pa…
    • Clicks: 718Downloads: 4

    3

    Backward Heuristic and Satisfaction-based Multiobjectives Optimization for A* Search on Trip Planning
    • Department of Information Management /106/ Master
    • Author: Chien-Kang Lu Advisor:
    • Trip planning that may integrate diverse information sources to meet travelers’ multiple goals or p…
    • Clicks: 564Downloads: 5

    4

    A Study of Bi-directional Recurrent Neural Network on Word Prediction Capability
    • Department of Information Management /106/ Master
    • Author: Chun-Ta Lin Advisor:
    • The aim of this research is to predict the missing word in a sentence, using the sentence predictio…
    • Clicks: 396Downloads: 6

    5

    Elastic Warping of Radial Features for Shape Alignment in Sketch Retrieval
    • Department of Information Management /102/ Master
    • Author: Wen-jyh Yeh Advisor:
    • Conventional image retrieval uses the query of keywords, which are often extracted from meta data o…
    • Clicks: 332Downloads: 1

    6

    Automatic Emotion Detection for Tweets
    • Department of Information Management /105/ Master
    • Author: Elena - Korshunova Advisor:
    • The present research is dedicated to the problem of automatic emotion detection from text. A lot of…
    • Clicks: 598Downloads: 34

    7

    Siamese LSTM Network for Discriminating Word Sense within Context
    • Department of Information Management /108/ Master
    • Author: Gloria Stefani Subagio Advisor:
    • A word might carry different meanings depending on its contexts. In natural language processing, re…
    • Clicks: 427Downloads: 25

    8

    A Study on Note Detection and Melody Matching Method for Query By Singing/Humming System
    • Department of Information Management /97/ Master
    • Author: Hsin-Jung Huang Advisor:
    • Onset detection for singing voices is an important but difficult problem for note detection in quer…
    • Clicks: 443Downloads: 1

    9

    Improving Multi-Scale and Large-Kernel Models with A Comparative Framework for Semantic Image Segmentation
    • Department of Information Management /110/ Master
    • Author: Ting-Chen Hsu Advisor:
    • State-of-the-art models of semantic segmentation, based on global convolutional network, ASPP, self…
    • Clicks: 687Downloads: 26

    10

    Keyword Verification for Mandarin Chinese Based on Support Vector Machines
    • Department of Information Management /95/ Master
    • Author: Kuan-da Huang Advisor:
    • Due to recognition error is an avoidless problem in the speech recognition, keyword spotting become…
    • Clicks: 471Downloads: 3