| Table of Contents |
Chapter 1: Introduction |
| 1-1:About This Book (有關(guān)本書(shū)) |
| 1-2:Example Programs (如何取得程式碼) |
| 1-3:Web Resources (網(wǎng)路資源) |
Chapter 2: MATLAB Basics |
| 2-1:MATLAB Introduction (MATLAB入門(mén)簡(jiǎn)介) |
| 2-2:Structure Arrays |
| Chapter 2: Exercises |
Chapter 3: Introduction to Audio Signals (音訊的簡(jiǎn)介) |
| 3-1:Introduction to Audio Signals (音訊基本介紹) |
| 3-2:Basic Acoustic Features (基本聲學(xué)特徵) |
| 3-3:Human Voice Production (人聲的產(chǎn)生) |
Chapter 4: MATLAB for Audio Signal Processing |
| 4-1:Introduction |
| 4-2:Reading Wave Files |
| 4-3:Playback of Audio Signals |
| 4-4:Recording from Microphone |
| 4-5:Writing Audio Files |
| Chapter 4: Exercises |
Chapter 5: Basic Features of Audio Signals (音訊的基本特徵) |
| 5-1:Introduction (簡(jiǎn)介) |
| 5-2:Volume (音量) |
| 5-3:Zero Crossing Rate (過(guò)零率) |
| 5-4:Pitch (音高) |
| 5-5:Timbre (音色) |
| Chapter 5: Exercises |
Chapter 6: End-Point Detection (EPD) |
| 6-1:Introduction to End-Point Detection (端點(diǎn)偵測介紹) |
| 6-2:EPD in Time Domain (端點(diǎn)偵測:時(shí)域的方法) |
| 6-3:EPD in Frequency Domain (端點(diǎn)偵測:頻域的方法) |
| Chapter 6: Exercises |
Chapter 7: Pitch Tracking |
| 7-1:Introduction to Pitch Tracking (音高追蹤簡(jiǎn)介) |
| 7-2:ACF |
| 7-3:AMDF |
| 7-4:SIFT |
| 7-5:HPS |
| 7-6:Cepstrum |
| 7-7:How to Increase Pitch Resolution (音高解析度的提升) |
| 7-8:Software for Pitch Tracking (音高抓取的軟體) |
| Chapter 7: Exercises |
Chapter 8: 音高追蹤的應用 |
| 8-1:旋律辨識 |
| 8-2:音調評分 |
| 8-3:語(yǔ)音評分 |
| 8-4:音腔評分 |
| 8-5:國語(yǔ)音調辨識 |
| Chapter 8: Exercises |
Chapter 9: Digital Signals and Systems (數位訊號與系統) |
| 9-1:Discrete-Time Signals (離散時(shí)間訊號) |
| 9-2:Linear Time-Invariant Systems (線(xiàn)性非時(shí)變系統) |
| 9-3:Convolution (旋積) |
| 9-4:Eigen Functions (固有函數) |
Chapter 10: Fourier Transform (傅立葉轉換) |
| 10-1:Discrete-Time Fourier Transform (離散時(shí)間傅立葉轉換) |
| 10-2:Discrete Fourier Transform (離散傅立葉轉換) |
| Chapter 10: Exercises |
Chapter 11: Digital Filters |
| 11-1:Filter Applications (濾波器應用) |
| 11-2:Filter Design (濾波器設計) |
| Chapter 11: Exercises |
Chapter 12: Speech Features |
| 12-1:共振峰 |
| 12-2:MFCC |
| Chapter 12: Exercises |
Chapter 13: Speaker Recognition (語(yǔ)者辨識) |
| 13-1:Speaker Recognition |
| Chapter 13: Exercises |
Chapter 14: Methods for Melody Recognition |
| 14-1:Introduction (簡(jiǎn)介) |
| 14-2:Key Transposition (音調移位) |
| 14-3:Linear Scaling (線(xiàn)性伸縮) |
| 14-4:DTW of Type-1 and 2 |
| 14-5:DTW of Type-3 |
| 14-6:LCS and Edit Distance |
| 14-7:旋律辨識的效能改進(jìn) |
| Chapter 14: Exercises |
Chapter 15: Query by Tapping |
| 15-1:Introduction |
| 15-2:Feature Extraction |
| 15-3:Comparison Methods |
| Chapter 15: Exercises |
Chapter 16: HTK |
| 16-1:HTK Introduction (HTK 簡(jiǎn)介) |
| 16-2:HTK Example: Digit Recognition (HTK 基本範例一:數字辨識) |
| 16-3:Digit Recognition: Varying MFCC Dimensions (數字辨識:改變MFCC維度) |
| 16-4:Digit Recognition: Changing Acoustic Models (數字辨識:改變Model單位) |
| 16-5:Digit Recognition: Changing MFCC Dimensions and Gaussian Component Numbers (數字辨識:改變MFCC維度和Gaussian個(gè)數) |
| Chapter 16: Exercises |
Chapter 17: 語(yǔ)音辨識前處理 |
| 17-1:簡(jiǎn)介 |
| 17-2:文字標音 |
| 17-3:辨識網(wǎng)路 |
| 17-4:聲學(xué)模型 |
Chapter 18: Speech/Audio Applications in Android |
| 18-1:Introduction |
Chapter 19: ASRA Library for Speech Recognition & Assessment |
| 19-1:Introduction |
| 19-2:ASRA for English |
| 19-3:ASRA for Chinese |
| 19-4:Use ASRA within ASR Toolbox |
| 19-5:Format of output.xml |