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    1

    A Contextual Knowledge-enhanced CTC-based ASR Framework

    2

    SENSE:A Seismic Neural Network Framework for Multiple Stations Early Warning

    3

    Research On Chinese Word Segmentation with Deep Neural Network

    4

    Neural Retrieval Models using Contextualized Word Embedding Model for Spoken Document Retrieval
    • Department of Computer Science and Information Engineering /108/ Master
    • Author: Li-Phen Yen Advisor:
    • Due to the multimedia data and many speech applications coming out, such as Alexa and Siri, lots of…
    • Clicks: 239Downloads: 0
    • Full text public date 2025/08/26 (Intranet public)
    • Full text public date 2025/08/26 (Internet public)
    • Full text public date 2025/08/26 (National library)

    5

    Non-autoregressive Transformer-based End-to-end ASR using Pre-trained Language Models
    • Department of Computer Science and Information Engineering /109/ Master
    • Author: FU-HAO YU Advisor:
    • Transformer-based models have led to significant innovation in various classic and practical subjec…
    • Clicks: 271Downloads: 0
    • Full text public date 2024/10/04 (Intranet public)
    • Full text public date 2026/10/04 (Internet public)
    • Full text public date 2026/10/04 (National library)

    6

    A Study on Using Pre-trained Embedding Models for Finance Risk Prediction
    • Department of Computer Science and Information Engineering /107/ Master
    • Author: Jing-You Tang Advisor:
    • The purpose of this paper is to use the state of the art machine learning model architecture and wo…
    • Clicks: 280Downloads: 0
    • Full text public date 2024/08/29 (Intranet public)
    • Full text public date 2024/08/29 (Internet public)
    • Full text public date 2024/08/29 (National library)

    7

    Exploring Speech and Text Shared Semantic Space for Efficient Non-Autoregressive Transformer-based ASR
    • Department of Computer Science and Information Engineering /110/ Master
    • Author: Chong-En Lin Advisor:
    • Autoregressive models and non-autoregressive models are the two primary categories of end-to-end sp…
    • Clicks: 257Downloads: 0
    • Full text public date 2025/08/30 (Intranet public)
    • Full text public date 2025/08/30 (Internet public)
    • Full text public date 2025/08/30 (National library)

    8

    Transformer-based end to end speech recognition with rotary matrix mask synthesizer and linear attention
    • Department of Computer Science and Information Engineering /110/ Master
    • Author: Tian-You Zhang Advisor:
    • With the development of attention mechanism, Transformer and Conformer gradually occupy the headlin…
    • Clicks: 271Downloads: 0
    • Full text public date 2025/08/30 (Intranet public)
    • Full text public date 2025/08/30 (Internet public)
    • Full text public date 2025/08/30 (National library)

    9

    Hashing Algorithm with Decomposition Unit for Image Retrieval

    10

    Deliberative ASR Modeling based on Self and Mixed Attention
    • Department of Computer Science and Information Engineering /109/ Master
    • Author: Chih-Yinh Yang Advisor:
    • This paper introduces a number of well-known end-to-end speech recognition models, the Connectionis…
    • Clicks: 312Downloads: 0
    • Full text public date 2024/05/10 (Intranet public)
    • Full text public date 2026/05/10 (Internet public)
    • Full text public date 2026/05/10 (National library)