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標題: | 失智長者之語音資料庫建立與應用 Construction and Applications of Speech Corpus of Elders with Dementia |
作者: | Yi-Hsiang Chen 陳奕翔 |
指導教授: | 鄭士康(Shyh-Kang Jeng) |
關鍵字: | 失智症,語音資料庫,自然語言處裡,深度學習, Dementia,Speech Corpus,Natural Language Processing,Deep Learning, |
出版年 : | 2020 |
學位: | 碩士 |
摘要: | 由於醫療的發達,現今社會高齡化的趨勢越來越明顯,老人照護問題是未來人類所面臨的一大考驗,而失智症老人又是其中比例高又最迫切需要幫助的一群。為了解決這個問題,許多人投入照護機器人的研究,然而受限於網路上能取用的失智症語音資料有限,自行蒐集又費力耗時,造成研究的進度緩慢。 本論文建構了一個'失智患者之對話及獨白語料庫',我們使用與'台北市立聯合醫院仁愛院區'合作中所錄製之音檔,並嘗試解決音檔中的雜訊問題,以SQLite與HTML為基礎建構出一個失智症語音資料庫,資料庫中儲存了原始錄音檔與幾種我們對音檔的處理及應用。本論文目標,即是於失智症對話方面提供種類多樣且容易使用的資料給後續研究者使用。 With the advance of medical technology, elderly care becomes a serious issue along with the trend of population aging. It definitely would be a challenge in the future. The group of senile Dementia accounts for a high proportion and needs urgently help. In order to solve this problem, many people are engaged in the research of nursing and care robots. However, it has the limitation to access to the speech corpus of dementia on Internet. Self-collecting is time consuming and demanding. Many reasons cause the slow progress of research. This thesis constructed “Speech Corpus of Elders with Dementia”. We had cooperated with Taipei City hospital Renai branch and collected the audio recording there. We tried to solve the problem of noise and disturbance. The speech corpus is built on the basis of SQLite and HTML. It saved the original audio and some kind of applications in the analysis of audio. The goal of this thesis is to make the researchers use various and accessible speech corpus of dementia. |
URI: | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/52354 |
DOI: | 10.6342/NTU202002587 |
全文授權: | 有償授權 |
顯示於系所單位: | 電信工程學研究所 |
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U0001-0608202022195000.pdf 目前未授權公開取用 | 2.11 MB | Adobe PDF |
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