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Audio Signal Processing and Recognition (音訊處理與辨識(shí))在線教程

Roger Jang (張智星)


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

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