--- # System prepended metadata title: Digital Speech Processing tags: [Tech, NTU, course] --- # **Digital Speech Processing** ###### tags: `NTU` `course` `Tech` 老師: 李琳山 Textbook: 自備投影片 2018 期中考統整(L1-L8) 2018 期末考統整(L9-L18) # Keyword (1) ![](https://i.imgur.com/jjOATIW.png) ![](https://i.imgur.com/dKy2p4j.png) ![](https://i.imgur.com/HVokLFN.png) # Chapter1 **L1 Digital Speech Processing** ![](https://i.imgur.com/8gEM3xP.png) ![](https://i.imgur.com/rZ8L0Xk.png) # Chapter2 **L2 Fundamentals of Speech Recognition 語音識別基礎知識** ![](https://i.imgur.com/6pPhzDS.png) ![](https://i.imgur.com/yCB2jFr.png) ![](https://i.imgur.com/w3MemGC.png) ![](https://i.imgur.com/uOY5ids.png) ![](https://i.imgur.com/9JVLX1O.png) ![](https://i.imgur.com/l6M400J.png) ![](https://i.imgur.com/MIMznA9.png) # Chapter3 **L3 Map of Subject Areas 學科領域地圖** ![](https://i.imgur.com/K9GBHam.png) 有畫圈的代表有做過、其他的可能參考其他人的 # Chapter4 **L4 More about Hidden Markov Models** ![](https://i.imgur.com/rZx72EI.png) ![](https://i.imgur.com/CWvb5dr.png) ![](https://i.imgur.com/ZRU5y4d.png) ![](https://i.imgur.com/oThcdUT.png) ![](https://i.imgur.com/3MFFPbL.png) ![](https://i.imgur.com/1a7lmvm.png) ![](https://i.imgur.com/PoXtH5k.png) ![](https://i.imgur.com/J1Fz19I.png) ![](https://i.imgur.com/X6tAO6X.png) ![](https://i.imgur.com/B5KmB8S.png) ![](https://i.imgur.com/xL10BPi.png) ![](https://i.imgur.com/NlcbgkK.png) ![](https://i.imgur.com/JQdBlnQ.png) ![](https://i.imgur.com/M7kIPJa.png) ![](https://i.imgur.com/RAu8xPK.png) # Chapter5 **L5 Acoustic Modeling 聲學** ![](https://i.imgur.com/EyVkaiy.png) ![](https://i.imgur.com/QXLwvvC.png) ![](https://i.imgur.com/qTZQFV2.png) ![](https://i.imgur.com/tb02rED.png) ![](https://i.imgur.com/xCYkyZu.png) ![](https://i.imgur.com/vz13NSO.png) ![](https://i.imgur.com/eXbbxQ1.png) ![](https://i.imgur.com/l21Ekkd.png) # Chapter6 **L6 Language Modeling 語言模型** ![](https://i.imgur.com/VcloM1o.png) ![](https://i.imgur.com/28ZsFiO.png) ![](https://i.imgur.com/uCYJhmh.png) ![](https://i.imgur.com/16wwwgo.png) ![](https://i.imgur.com/9KLanxb.png) ![](https://i.imgur.com/ut5fbqy.png) ![](https://i.imgur.com/hhqrIyC.png) # Chapter7 **L7 Speech Signals and Front-end Processing 語音信號和前端處理** ![](https://i.imgur.com/mSEtwn1.png) ![](https://i.imgur.com/RRQhf3u.png) ![](https://i.imgur.com/iZvL4M6.png) ![](https://i.imgur.com/uVsPIyP.png) ![](https://i.imgur.com/moVChHv.png) ![](https://i.imgur.com/CjHroMq.png) ![](https://i.imgur.com/twAoTvO.png) ![](https://i.imgur.com/yeHYK4c.png) # Chapter8 **L8 Search Algorithms for Speech Recognition 用於語音識別的搜索算法** ![](https://i.imgur.com/PGxe7WO.png) ![](https://i.imgur.com/Wu1mKEk.png) ![](https://i.imgur.com/hiN9G0B.png) ![](https://i.imgur.com/V1mQ1D7.png) ![](https://i.imgur.com/xbEemsi.png) ![](https://i.imgur.com/2RIrKbo.png) # Keyword (2) ![](https://i.imgur.com/AqedX1z.png) ![](https://i.imgur.com/VyddYia.png) ![](https://i.imgur.com/wpB2K0Z.png) ![](https://i.imgur.com/yAbPPau.png) # Chapter9 **L9 Speech Recognition Updates** ![](https://i.imgur.com/s0goMGn.png) ![](https://i.imgur.com/NzT3WKb.png) ![](https://i.imgur.com/Ef1rqqF.png) ![](https://i.imgur.com/78pBQvS.png) ![](https://i.imgur.com/ZUvNEHo.png) ![](https://i.imgur.com/ziWPOYa.png) ![](https://i.imgur.com/2DgiRSG.png) ![](https://i.imgur.com/uHxT7Lf.png) ![](https://i.imgur.com/OanzTwd.png) ![](https://i.imgur.com/U4rqPUX.png) ![](https://i.imgur.com/apAj2br.png) # Chapter10 **L10 Speech-based Information Retrieval** ![](https://i.imgur.com/FFwycUK.png) ![](https://i.imgur.com/6fFv1dy.png) ![](https://i.imgur.com/mDGnRNb.png) ![](https://i.imgur.com/54lJahk.png) ![](https://i.imgur.com/dX6EmY6.png) ![](https://i.imgur.com/m3nMr3P.png) ![](https://i.imgur.com/OG1alYH.png) ![](https://i.imgur.com/9TYeWtR.png) ![](https://i.imgur.com/CM8bnSh.png) ![](https://i.imgur.com/qAYoB0h.png) ![](https://i.imgur.com/IL2OXtz.png) ![](https://i.imgur.com/Ez6HNhV.png) # Chapter11 **L11 User-content Interaction** ![](https://i.imgur.com/6pxn772.png) ![](https://i.imgur.com/3UeY1xk.png) ![](https://i.imgur.com/JkfVbzV.png) ![](https://i.imgur.com/9Gt3h8m.png) ![](https://i.imgur.com/vik63ZJ.png) ![](https://i.imgur.com/BXm78z8.png) # Chapter12 **L12 Computer-Assisted Language Learning (CALL)** ![](https://i.imgur.com/UrVDjUq.png) ![](https://i.imgur.com/MehidmI.png) ![](https://i.imgur.com/K7pczwo.png) ![](https://i.imgur.com/qEHYzP5.png) # Chapter13 **L13 Speaker Variabilities** ![](https://i.imgur.com/wUO4LjD.png) ![](https://i.imgur.com/jxgjhia.png) ![](https://i.imgur.com/zdlWver.png) ![](https://i.imgur.com/yPuaZZn.png) ![](https://i.imgur.com/KWmUb4m.png) ![](https://i.imgur.com/BeAkMSh.png) # Chapter14 **L14 Linguistic Processing and Latent Topic Analysis** ![](https://i.imgur.com/jxYBb8o.png) ![](https://i.imgur.com/rWxZ1xa.png) ![](https://i.imgur.com/wAEahP9.png) ![](https://i.imgur.com/dEwwbdS.png) # Chapter15 **L15 Robustness for Acoustic Environment** ![](https://i.imgur.com/XFBZrjK.png) ![](https://i.imgur.com/eX8TKfT.png) ![](https://i.imgur.com/vpYC90s.png) ![](https://i.imgur.com/phsScdx.png) ![](https://i.imgur.com/hQj7ITD.png) # Chapter16 **L16 EM Algorithm** ![](https://i.imgur.com/MsRDuuy.png) ![](https://i.imgur.com/bd8gXrt.png) # Chapter17 **L17 Spoken Dialogues** ![](https://i.imgur.com/OnUalNq.png) ![](https://i.imgur.com/RAhHRi0.png) ![](https://i.imgur.com/d9wdneW.png) ![](https://i.imgur.com/EU7iptA.png) ![](https://i.imgur.com/LRtFEvl.png) # Chapter18 Conclusion **語音辨識特跨相當大領域的，因此門檻較高、語音界人才相當少，因此搶人搶得很兇。核心的兩個關鍵: 數學式跟程式。語音也是人與人之間最大依賴的能力，且同種意思經由不同人講的也會不一樣，且又有上千種語言**