研究生: |
顏睿群 Jui-Chun Yen |
---|---|
論文名稱: |
結合RFID與隱藏式馬可夫模型之即時辨識點名系統 Base on RFID and HMM Real Time Recognition Roll-Call System |
指導教授: |
邱炳樟
Bin-Chang Chieu |
口試委員: |
徐敬文
Ching-Wen Hsue 方文賢 Wen-Hsien Fang |
學位類別: |
碩士 Master |
系所名稱: |
電資學院 - 電子工程系 Department of Electronic and Computer Engineering |
論文出版年: | 2008 |
畢業學年度: | 96 |
語文別: | 中文 |
論文頁數: | 89 |
中文關鍵詞: | 隱藏式馬可夫模型 、語者辨識 、RFID |
外文關鍵詞: | Hidden Markov Model, speaker recognition, RFID |
相關次數: | 點閱:323 下載:0 |
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本論文提出二種方式完成課程點名系統。第一種是以隱藏式馬可夫模型為基礎之語者辨識系統,點名系統透過語者辨識,辨識出使用者後,該使用者再輸入密碼完成點名。第二種是再增加RFID 機制之語者驗證系統,此點名系統是使用者先透過個人的RFID卡宣告身分,系統再透過語者驗證增加典型系統的強健性,藉此完成點名。
目前資料庫共有50人參與錄音,以每人使用30句做訓練語者模型為辨識基礎之下,語者辨識率可到達93%
This thesis purposes two solutions to finish roll-call system.The first one is "HMM(Hidden Markov Model) based speaker recognition system",which implements the roll calling procedure by speaker recognition mechanism.The second one is “RFID plus speaker verification ”,under it’s designed operation,the roll calling is first RFID user identified followed by voice verification with much robust procedure.
The speaker recognition rate will achieve up to 93% based on the speaker model of total 50 people, using 30 sentences by each person.
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