音频信号处理与识别Audio Signal Processing and Recognition

发布时间:2010-12-4 11:14    发布者:topcircuit
关键词: 音频
有中文翻译的

audio processing中文版.pdf (4.01 MB)


Table of Contents
Chapter 1: Introduction
1-1:About This Book (有關本書)
1-2:Example Programs (如何取得程式碼)
1-3:Web Resources (網路資源)
Chapter 2: MATLAB Basics
2-1:MATLAB Introduction (MATLAB入門簡介)
2-2:Structure Arrays
Chapter 2: Exercises
Chapter 3: Introduction to Audio Signals (音訊的簡介)
3-1:Introduction to Audio Signals (音訊基本介紹)
3-2:Basic Acoustic Features (基本聲學特徵)
3-3:Human Voice Production (人聲的產生)
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:Volume (音量)
5-2:Zero Crossing Rate (過零率)
5-3:Pitch (音高)
5-4:Timbre (音色)
Chapter 5: Exercises
Chapter 6: End-Point Detection (EPD)
6-1:Introduction to End-Point Detection (端點偵測介紹)
6-2:EPD in Time Domain (端點偵測:時域的方法)
6-3:EPD in Frequency Domain (端點偵測: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:語音評分
8-4:音腔評分
8-5:國語音調辨識
Chapter 8: Exercises
Chapter 9: Digital Signals and Systems (數位訊號與系統)
9-1:Discrete-Time Signals (離散時間訊號)
9-2:Linear Time-Invariant Systems (線性非時變系統)
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 (語者辨識)
13-1:Speaker Recognition
Chapter 13: Exercises
Chapter 14: Dynamic Programming
14-1:Introduction to Dynamic Programming (動態規劃)
14-2:Longest Common Subsequence
14-3:Edit Distance
14-4:Dynamic Time Warping
Chapter 14: Exercises
Chapter 15: Hidden Markov Models (HMM)
15-1:Introduction (簡介)
15-2:Discrete HMM
15-3:Continuous HMM
Chapter 15: Exercises
Chapter 16: Methods for Melody Recognition
16-1:Introduction (簡介)
16-2:Key Transposition (音調移位)
16-3:Linear Scaling (線性伸縮)
16-4:DTW of Type-1 and 2
16-5:DTW of Type-3
16-6:LCS and Edit Distance
16-7:旋律辨識的效能改進
Chapter 16: Exercises
Chapter 17: Query by Tapping
17-1:Introduction
17-2:Feature Extraction
17-3:Comparison Methods
Chapter 17: Exercises
Chapter 18: HTK
18-1:HTK Introduction (HTK 簡介)
18-2:HTK Example: Digit Recognition (HTK 基本範例一:數字辨識)
18-3:Digit Recognition: Varying MFCC Dimensions (數字辨識:改變MFCC維度)
18-4:Digit Recognition: Changing Acoustic Models (數字辨識:改變Model單位)
18-5:Digit Recognition: Changing MFCC Dimensions and Gaussian Component Numbers (數字辨識:改變MFCC維度和Gaussian個數)
Chapter 18: Exercises
Chapter 19: 語音辨識前處理
19-1:簡介
19-2:文字標音
19-3:辨識網路
19-4:聲學模型
Chapter 20: Speech/Audio Applications in Android
20-1:Introduction
Chapter 21: ASRA Library for Speech Recognition & Assessment
21-1:Introduction
21-2:ASRA for English
21-3:ASRA for Chinese
21-4:Use ASRA within ASR Toolbox
21-5:Format of output.xml
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jjj222777 发表于 2010-12-4 13:16:52
谢谢分享
rinllow3 发表于 2010-12-4 14:28:38
thanks
wbsh 发表于 2010-12-4 17:09:21
ppowers 发表于 2011-1-11 11:30:43
中文版的入门
iTyh 发表于 2011-1-14 12:51:49
不错,好东西
qdqc 发表于 2011-1-20 16:46:57
谢谢分享
wangoo1 发表于 2011-1-25 07:35:51
感谢分享
qianqian 发表于 2011-4-6 15:28:50
thank you!
haihu5371608 发表于 2011-4-9 21:31:34
谢谢
lc222328 发表于 2011-11-22 12:32:10
谢谢
octubersun 发表于 2011-12-20 14:24:21
谢谢
turkeyphage 发表于 2012-10-29 19:07:20
這應該是張智星老師網站上的資料吧?
anyway.... 感謝分享!
yehli 发表于 2014-12-19 14:49:42
灰常不错
andytuba 发表于 2015-6-5 06:35:02
很好啊!喜欢!谢谢楼主!
moonbinc 发表于 2015-7-10 14:54:38
感谢分享
trimine 发表于 2017-12-16 10:43:59
感谢分享,谢谢楼主!
devinzeng 发表于 2022-10-15 13:54:36
谢谢分享!
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