Table of Contents |
Chapter 1: Introduction |
1-1:About This Book (有關(guān)本書) |
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(cè)介紹) |
6-2:EPD in Time Domain (端點(diǎn)偵測(cè):時(shí)域的方法) |
6-3:EPD in Frequency Domain (端點(diǎn)偵測(cè):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(yīng)用 |
8-1:旋律辨識(shí) |
8-2:音調(diào)評(píng)分 |
8-3:語音評(píng)分 |
8-4:音腔評(píng)分 |
8-5:國(guó)語音調(diào)辨識(shí) |
Chapter 8: Exercises |
Chapter 9: Digital Signals and Systems (數(shù)位訊號(hào)與系統(tǒng)) |
9-1:Discrete-Time Signals (離散時(shí)間訊號(hào)) |
9-2:Linear Time-Invariant Systems (線性非時(shí)變系統(tǒng)) |
9-3:Convolution (旋積) |
9-4:Eigen Functions (固有函數(shù)) |
Chapter 10: Fourier Transform (傅立葉轉(zhuǎn)換) |
10-1:Discrete-Time Fourier Transform (離散時(shí)間傅立葉轉(zhuǎn)換) |
10-2:Discrete Fourier Transform (離散傅立葉轉(zhuǎn)換) |
Chapter 10: Exercises |
Chapter 11: Digital Filters |
11-1:Filter Applications (濾波器應(yīng)用) |
11-2:Filter Design (濾波器設(shè)計(jì)) |
Chapter 11: Exercises |
Chapter 12: Speech Features |
12-1:共振峰 |
12-2:MFCC |
Chapter 12: Exercises |
Chapter 13: Speaker Recognition (語者辨識(shí)) |
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(diào)移位) |
14-3:Linear Scaling (線性伸縮) |
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(shí)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(fàn)例一:數(shù)字辨識(shí)) |
16-3:Digit Recognition: Varying MFCC Dimensions (數(shù)字辨識(shí):改變MFCC維度) |
16-4:Digit Recognition: Changing Acoustic Models (數(shù)字辨識(shí):改變Model單位) |
16-5:Digit Recognition: Changing MFCC Dimensions and Gaussian Component Numbers (數(shù)字辨識(shí):改變MFCC維度和Gaussian個(gè)數(shù)) |
Chapter 16: Exercises |
Chapter 17: 語音辨識(shí)前處理 |
17-1:簡(jiǎn)介 |
17-2:文字標(biāo)音 |
17-3:辨識(shí)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 |