├── .idea ├── VowelStuday.iml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml └── workspace.xml ├── C4_3_y.wav ├── CepstrumFormant.py ├── Documentation ├── 1.png ├── 2.png ├── VowelStuday.assets │ ├── 1-1606397405309.png │ ├── 1.png │ ├── a1波形及共振峰包络线.png │ ├── clip_image002.gif │ ├── 五元音共振峰.png │ ├── 共振峰估计.png │ ├── 前两个共振峰频率.png │ └── 前两个共振峰频率_不同时刻.png └── VowelStuday.md ├── README.md ├── __pycache__ └── 共振峰估计函数.cpython-36.pyc ├── chapter10_语音识别 ├── DTW │ ├── 10.1DTW孤立自识别.mdown │ ├── DTW.py │ ├── mysound.wav │ ├── p1 │ │ ├── 0.wav │ │ ├── 1.wav │ │ ├── 2.wav │ │ ├── 3.wav │ │ ├── 4.wav │ │ ├── 5.wav │ │ ├── 6.wav │ │ ├── 7.wav │ │ ├── 8.wav │ │ └── 9.wav │ ├── p2 │ │ ├── 0.wav │ │ ├── 1.wav │ │ ├── 2.wav │ │ ├── 3.wav │ │ ├── 4.wav │ │ ├── 5.wav │ │ ├── 6.wav │ │ ├── 7.wav │ │ ├── 8.wav │ │ └── 9.wav │ └── p3 │ │ ├── 0.wav │ │ ├── 1.wav │ │ ├── 2.wav │ │ ├── 3.wav │ │ ├── 4.wav │ │ ├── 5.wav │ │ ├── 6.wav │ │ ├── 7.wav │ │ ├── 8.wav │ │ └── 9.wav └── HMM │ ├── 10.2隐马尔科夫模型孤立字识别.mdown │ ├── HMM.py │ ├── hmm_gmm.py │ ├── rec_data.mat │ ├── test_data │ ├── 1_1.wav │ ├── 1_10.wav │ ├── 1_2.wav │ ├── 1_3.wav │ ├── 1_4.wav │ ├── 1_5.wav │ ├── 1_6.wav │ ├── 1_7.wav │ ├── 1_8.wav │ └── 1_9.wav │ ├── tra_data.mat │ └── trainding_data │ ├── 10_1.wav │ ├── 10_10.wav │ ├── 10_2.wav │ ├── 10_3.wav │ ├── 10_4.wav │ ├── 10_5.wav │ ├── 10_6.wav │ ├── 10_7.wav │ ├── 10_8.wav │ ├── 10_9.wav │ ├── 1_1.wav │ ├── 1_10.wav │ ├── 1_2.wav │ ├── 1_3.wav │ ├── 1_4.wav │ ├── 1_5.wav │ ├── 1_6.wav │ ├── 1_7.wav │ ├── 1_8.wav │ ├── 1_9.wav │ ├── 2_1.wav │ ├── 2_10.wav │ ├── 2_2.wav │ ├── 2_3.wav │ ├── 2_4.wav │ ├── 2_5.wav │ ├── 2_6.wav │ ├── 2_7.wav │ ├── 2_8.wav │ ├── 2_9.wav │ ├── 3_1.wav │ ├── 3_10.wav │ ├── 3_2.wav │ ├── 3_3.wav │ ├── 3_4.wav │ ├── 3_5.wav │ ├── 3_6.wav │ ├── 3_7.wav │ ├── 3_8.wav │ ├── 3_9.wav │ ├── 4_1.wav │ ├── 4_10.wav │ ├── 4_2.wav │ ├── 4_3.wav │ ├── 4_4.wav │ ├── 4_5.wav │ ├── 4_6.wav │ ├── 4_7.wav │ ├── 4_8.wav │ ├── 4_9.wav │ ├── 5_1.wav │ ├── 5_10.wav │ ├── 5_2.wav │ ├── 5_3.wav │ ├── 5_4.wav │ ├── 5_5.wav │ ├── 5_6.wav │ ├── 5_7.wav │ ├── 5_8.wav │ ├── 5_9.wav │ ├── 6_1.wav │ ├── 6_10.wav │ ├── 6_2.wav │ ├── 6_3.wav │ ├── 6_4.wav │ ├── 6_5.wav │ ├── 6_6.wav │ ├── 6_7.wav │ ├── 6_8.wav │ ├── 6_9.wav │ ├── 7_1.wav │ ├── 7_10.wav │ ├── 7_2.wav │ ├── 7_3.wav │ ├── 7_4.wav │ ├── 7_5.wav │ ├── 7_6.wav │ ├── 7_7.wav │ ├── 7_8.wav │ ├── 7_9.wav │ ├── 8_1.wav │ ├── 8_10.wav │ ├── 8_2.wav │ ├── 8_3.wav │ ├── 8_4.wav │ ├── 8_5.wav │ ├── 8_6.wav │ ├── 8_7.wav │ ├── 8_8.wav │ ├── 8_9.wav │ ├── 9_1.wav │ ├── 9_10.wav │ ├── 9_2.wav │ ├── 9_3.wav │ ├── 9_4.wav │ ├── 9_5.wav │ ├── 9_6.wav │ ├── 9_7.wav │ ├── 9_8.wav │ └── 9_9.wav ├── chapter2_基础 ├── 2.1采集与读取.mdown ├── 2.2语音编辑.mdown ├── 2.3声强与响度.mdown ├── 2.4语音信号生成.mdown ├── C2_1_y.wav ├── C2_2_1.py ├── C2_2_y.wav ├── C2_2_y_conved.wav ├── C2_2_y_noised.wav ├── C2_3_1.py ├── C2_3_y.wav ├── C2_4_s.py ├── __pycache__ │ └── soundBase.cpython-36.pyc ├── a.wav ├── audioplayer.py ├── audiorecorder.py ├── audiowriter.py └── soundBase.py ├── chapter3_分析实验 ├── 3.1语音分帧与加窗.mdown ├── 3.2短时时域分析.mdown ├── 3.3短时频域分析.mdown ├── 3.4倒谱分析与MFCC系数.mdown ├── 3.5线性预测分析.mdown ├── 3.6线谱对转化.mdown ├── C3_1_y.wav ├── C3_1_y_1.py ├── C3_1_y_2.py ├── C3_2_y.py ├── C3_2_y.wav ├── C3_3_y.py ├── C3_3_y.wav ├── C3_4_y_1.py ├── C3_4_y_1.wav ├── C3_4_y_2.py ├── C3_4_y_4.py ├── C3_4_y_4.wav ├── C3_5_y.wav ├── C3_5_y_1.py ├── C3_5_y_2.py ├── C3_5_y_3.py ├── __pycache__ │ ├── C3_1_y_1.cpython-36.pyc │ ├── lpc.cpython-36.pyc │ └── timefeature.cpython-36.pyc ├── dct.py ├── images │ ├── Amdf.png │ ├── Zcr.png │ ├── corr.png │ ├── dct.png │ ├── en.png │ ├── energy.png │ ├── lpc.png │ ├── lpcff.png │ ├── mel.png │ ├── mfcc.png │ ├── spec.png │ ├── window.png │ ├── 倒谱.png │ └── 同态.png ├── lpc.py ├── mel.py ├── test.py ├── timefeature.py ├── windows.py └── 倒谱计算.py ├── chapter4_特征提取 ├── 4.1语音端点检测.mdown ├── 4.2基音周期检测.mdown ├── 4.3共振峰估计.mdown ├── C4_1_y.wav ├── C4_1_y_1.py ├── C4_1_y_2.py ├── C4_1_y_3.py ├── C4_1_y_4.py ├── C4_1_y_5.py ├── C4_2_y.py ├── C4_2_y.wav ├── C4_3_y.py ├── C4_3_y.wav ├── __pycache__ │ └── 共振峰估计.cpython-36.pyc ├── end_detection.py ├── images │ ├── En.png │ ├── TwoThr.png │ ├── corr.png │ ├── ellip.png │ ├── pitch.png │ ├── 共振峰估计.png │ ├── 对数频率距离.png │ ├── 能熵比.png │ └── 能零比.png ├── pitch_detection.py └── 共振峰估计.py ├── chapter5_语音降噪 ├── 5.1自适应滤波器.mdown ├── 5.2谱减法.mdown ├── 5.3维纳滤波.mdown ├── 5.4小波分解.mdown ├── C5_1_5.py ├── C5_1_y.wav ├── C5_2_y.py ├── C5_2_y.wav ├── C5_3_y.wav ├── C5_4_y.py ├── C5_4_y.wav ├── Wavelet.py ├── images │ ├── LMS.png │ └── wavelet.png ├── wp_mfcc.py └── 自适应滤波.py ├── chapter6_语音编码 ├── 6.1PCM编码.mdown ├── 6.2LPC编码.mdown ├── 6.3ADPCM编码.mdown ├── ADPCM.py ├── C6_1_y.py ├── C6_1_y.wav ├── C6_2_y.py ├── C6_3_y.py ├── C6_3_y.wav ├── LPC解码.png ├── PCM.py └── images │ ├── ADPMC.png │ ├── LPC解码.png │ ├── PCM流程.png │ └── pcm.png ├── chapter7_语音合成 ├── 7.1帧合并.mdown ├── 7.2LPC的语音合成.mdown ├── 7.3共振峰检测和基音参数的语音合成.mdown ├── 7.4语音的变调和变速.mdown ├── C7_1_y.py ├── C7_1_y.wav ├── C7_2_y.py ├── C7_2_y.wav ├── C7_3_y.py ├── C7_3_y.wav ├── flipframe.py ├── myfilter.py └── test.py ├── chapter8_隐藏试验 ├── C8_1_y.DAT ├── C8_1_y.py └── C8_1_y.wav ├── images ├── 五元音共振峰.png └── 共振峰估计.png ├── voice ├── 单元音 │ ├── aoeiu │ │ ├── a1.wav │ │ ├── a2.wav │ │ ├── a3.wav │ │ ├── a4.wav │ │ ├── a5.wav │ │ ├── e1.wav │ │ ├── e2.wav │ │ ├── e3.wav │ │ ├── e4.wav │ │ ├── i1.wav │ │ ├── i2.wav │ │ ├── i3.wav │ │ ├── i4.wav │ │ ├── o1.wav │ │ ├── o2.wav │ │ ├── o3.wav │ │ ├── o4.wav │ │ ├── o5.wav │ │ ├── u1.wav │ │ ├── u2.wav │ │ ├── u3.wav │ │ ├── u4.wav │ │ └── u5.wav │ ├── aoeiu元音音频 │ │ ├── a不同人发音 │ │ │ ├── a1.wav │ │ │ ├── a2.wav │ │ │ └── a3.wav │ │ ├── 原始元音女性 │ │ │ ├── a1.wav │ │ │ ├── a2.wav │ │ │ ├── ao.wav │ │ │ ├── aoeiu.wav │ │ │ ├── aoeiu1.wav │ │ │ ├── e1.wav │ │ │ ├── e2.wav │ │ │ ├── i1.wav │ │ │ ├── i2.wav │ │ │ ├── o1.wav │ │ │ ├── o2.wav │ │ │ ├── u1.wav │ │ │ ├── u2.wav │ │ │ ├── u3.wav │ │ │ ├── u4.wav │ │ │ └── u5.wav │ │ ├── 原始元音男性 │ │ │ ├── a1.wav │ │ │ ├── a2.wav │ │ │ ├── aoeiu连续.wav │ │ │ ├── e1.wav │ │ │ ├── e2.wav │ │ │ ├── i1.wav │ │ │ ├── i2.wav │ │ │ ├── o1.wav │ │ │ ├── o2.wav │ │ │ ├── u1.wav │ │ │ └── u2.wav │ │ ├── 截取中间部分的元音tcl │ │ │ ├── a1.wav │ │ │ ├── a2.wav │ │ │ ├── e1.wav │ │ │ ├── e2.wav │ │ │ ├── i1.wav │ │ │ ├── i2.wav │ │ │ ├── o1.wav │ │ │ ├── o2.wav │ │ │ ├── u1.wav │ │ │ └── u2.wav │ │ └── 截取中间部分的元音zzr │ │ │ ├── a1.wav │ │ │ ├── a2.wav │ │ │ ├── a3.wav │ │ │ ├── e1.wav │ │ │ ├── e2.wav │ │ │ ├── e3.wav │ │ │ ├── i1.wav │ │ │ ├── i2.wav │ │ │ ├── i3.wav │ │ │ ├── o1.wav │ │ │ ├── o2.wav │ │ │ ├── o3.wav │ │ │ ├── u1.wav │ │ │ ├── u2.wav │ │ │ └── u3.wav │ └── 模板 │ │ ├── a.wav │ │ ├── e.wav │ │ ├── i.wav │ │ ├── o.wav │ │ └── u.wav └── 双元音 │ ├── a_ai合成.wav │ ├── ai1.wav │ ├── an1.wav │ ├── an_kangkang.wav │ ├── ang1.wav │ ├── ao1.wav │ ├── 样本_Cortana │ ├── ai_Cortana.wav │ ├── an_Cortana.wav │ ├── ang_Cortana.wav │ └── ao_Cortana.wav │ ├── 样本_Kangkang │ ├── ai_Kangkang.wav │ ├── an_Kangkang.wav │ 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