Speech Algorithms Collections

Overview

Speech Algorithms

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目录

信号处理语音算法

标题 原文 代码
语音降噪初探——谱减法 Link Code
基于Mask的语音分离 Link Code
生成有噪声/回声/混响/啸叫的混合语音样本 Link Code
解析自适应滤波回声消除 Link Code
使用AMR编解码器生成VAD的标签 Link Code
使用TDOA进行声源定位 Link Code
以任意频率重采样语音信号 Link Code
音频数字水印的嵌入和提取 Link Code
语音变速和变调 Link Code
生成下雨的声音 Link Code
分帧,加窗和DFT Link Code
WebRTC VAD流程解析 Link Code
基于卡尔曼滤波器的回声消除算法 Link Code
WebRTC ANR流程解析 Link Code
WebRTC AGC流程解析 Link Code
WebRTC AEC流程解析 Link Code

机器/深度学习语音算法

标题 原文 代码
DNN单通道语音增强 Link Code
使用LSTM进行端点检测 Link Code
使用CNN进行简单的指令识别 Link Code
说话人性别识别 Link Code
使用XGBoost进行环境声音分类 Link Code

语音评价标准

标题 原文 代码
语音客观评价标准——语音质量评价 Link Code
语音可懂度评估(一)——基于清晰度指数的方法 Link Code
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Owner
Ryuk
Speech Algorithms
Ryuk
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