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- 教你如何从分析到打造苹果"嘿 siri" 声纹识别系统 Baseline基本模型
课程介绍
> SiKi学院 A计划
A计划内所有课程不单独出售！
加入A计划可在有效期内获取所属方向的所有收费课程！
| A计划 | 永久版 | 一年期 |
|---|---|---|
| Unity | 限时发售 | 发售 |
| Unreal | 限时发售 | 发售 |
| JavaEE | 限时发售 | 发售 |
| Python | 限时发售 | 暂无 |
| 微信小程序 | 限时发售 | 暂无 |
> 课程简介&内容
- 项目背景
- 项目说明
- 调试程序
- 声纹识别基础知识与原理
- RNN模型
- 提取特征向量的方法
- D-vector
- X-vector
- I-vector
- 提取声音特征
- MFCC特征
- FBank特征
- 短时傅里叶变化
- 梅尔特征
- 声纹相似度矩阵计算
- 模型的Loss损失原理
- Contract损失
- Softmax损失
- 基本模型
- 读取数据
- 数据预处理
- 分帧
- 加窗
- 短时傅里叶变化
- 保存数据
- 提取梅尔特征能量
- FBank
- MFCC
- 传入模型得到高阶特征
- LSTM模型
- GRU模型
- RNN模型
- 计算模型损失
- 计算相似度矩阵
- 计算损失
- 辅助模型功能
- 模型保存
- 模型恢复
- 模型可视化
> 所需前置知识
> 适宜人群
对人工智能感兴趣的同学
想要从事人工智能工作的同学
> 注意事项
无
> 常见问题
- 什么是限制课程
- 限制课程是指，仅可以通过加入A计划来观看的课程
- 如何听课
- 通过浏览器访问SiKi学院官网，直接听课
- 课程有效期
- 限制课程的课程有效期与您的A计划有效期相同
- 班群说明
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- 退课说明
- 限制课程原则上不进行退课，特殊情况请联系客服
> 关于我们
# 什么是A计划
- 提供完整的视频学习路线
- 从入门到就业的大量内部课程
- 专属QQ交流群
- 与游戏行业中的同僚们交流经验、分享干货
- 有效期内所属方向课程持续更新
# SiKi学院
SiKi学院（www.sikiedu.com）每周更新大量编程视频教程。（游戏开发、移动开发、Unity、虚幻Unreal、Java、Web开发、JavaEE、C语言、Python、C++、VB、JavaScript、C#、PHP、SQL、Objective-C、Go、Swift、数据挖掘、搜索算法、全栈工程师、Hadoop、区块链、人工智能、前端开发、Android、iOS、服务器端编程、大数据、Linux、UI设计、游戏美术、3DSMax、Maya）
生命不息，学习不止！
目录
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