<?xml version="1.0" encoding="utf-8" ?><rss version="2.0"><channel><title><![CDATA[cdLiang的博客]]></title><description><![CDATA[一只努力的小飞猪]]></description><link>https://blog.youkuaiyun.com/weixin_39529413</link><language>zh-cn</language><generator>https://blog.youkuaiyun.com/</generator><copyright><![CDATA[Copyright &copy; weixin_39529413]]></copyright><item><title><![CDATA[[C++] 实现余弦相似度分数计算]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/127766098</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/127766098</guid><author>weixin_39529413</author><pubDate>Sun, 25 Dec 2022 19:25:31 +0800</pubDate><description><![CDATA[C++ 实现余弦相似度分数计算]]></description><category></category></item><item><title><![CDATA[[kaldi] alignment 对齐 （音素级和词级）]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/126920730</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/126920730</guid><author>weixin_39529413</author><pubDate>Sun, 18 Sep 2022 18:04:38 +0800</pubDate><description><![CDATA[kaldi 对齐算法，包括音素级和词级]]></description><category></category></item><item><title><![CDATA[[trick]梯度累加]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/123576793</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/123576793</guid><author>weixin_39529413</author><pubDate>Fri, 18 Mar 2022 15:48:18 +0800</pubDate><description><![CDATA[梯度累加，pytorch实现]]></description><category></category></item><item><title><![CDATA[简单介绍pytorch中分布式训练DDP使用 (结合实例，快速入门)]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/123365574</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/123365574</guid><author>weixin_39529413</author><pubDate>Tue, 08 Mar 2022 23:06:44 +0800</pubDate><description><![CDATA[pytorch中分布式训练DDP的介绍。包括DDP的原理，一些基础概念，和DP的区别，多卡的启动方式。最后根据voxceleb_trainer实例代码进行简单分析]]></description><category></category></item><item><title><![CDATA[通俗理解交叉熵和KL散度(包括标签平滑的pytorch实现)]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/123122330</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/123122330</guid><author>weixin_39529413</author><pubDate>Thu, 24 Feb 2022 22:24:54 +0800</pubDate><description><![CDATA[本文介绍了熵、信息量、交叉熵、KL散度，通俗易懂。并给出pytorch中torch.nn.CrossEntropyLoss，NLLLoss()，torch.nn.KLDivLoss的使用。利用pytorch实现了一个基于标签平滑的KL损失。]]></description><category></category></item><item><title><![CDATA[常用激活函数(relu,glu,gelu,swish等)]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/123071764</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/123071764</guid><author>weixin_39529413</author><pubDate>Tue, 22 Feb 2022 16:55:18 +0800</pubDate><description><![CDATA[常用激活函数总结，relu,glu,gelu,swish等，并且给出pytorch的调用接口，或pytorch的实现]]></description><category></category></item><item><title><![CDATA[pytorch常用优化器总结(包括warmup介绍及代码实现)]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/123049102</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/123049102</guid><author>weixin_39529413</author><pubDate>Mon, 21 Feb 2022 15:58:44 +0800</pubDate><description><![CDATA[常用优化器总结，SGD，RMSProp，Adam等，包括warmup介绍及代码实现]]></description><category></category></item><item><title><![CDATA[正则化小结]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/123035216</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/123035216</guid><author>weixin_39529413</author><pubDate>Sun, 20 Feb 2022 20:33:27 +0800</pubDate><description><![CDATA[AI八股文系列，正则化小结]]></description><category></category></item><item><title><![CDATA[n-gram语言模型LM]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/117604864</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/117604864</guid><author>weixin_39529413</author><pubDate>Sat, 05 Jun 2021 20:09:55 +0800</pubDate><description><![CDATA[n-gram语言模型，平滑算法详解]]></description><category></category></item><item><title><![CDATA[基于GMM-HMM的语音识别系统]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/117367913</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/117367913</guid><author>weixin_39529413</author><pubDate>Fri, 28 May 2021 17:11:58 +0800</pubDate><description><![CDATA[本文介绍基于GMM-HMM的语音识别系统，包括：孤立词、单音素、三音素识别系统。]]></description><category></category></item><item><title><![CDATA[隐马尔科夫模型HMM详解(2)——python实现]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/117262495</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/117262495</guid><author>weixin_39529413</author><pubDate>Tue, 25 May 2021 19:25:57 +0800</pubDate><description><![CDATA[隐马尔科夫模型学习算法总结，请先阅读上一篇文章。附HMM的python实现代码，边读代码边学习，更清晰。感谢阅读！]]></description><category></category></item><item><title><![CDATA[隐马尔科夫模型HMM详解(1)]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/117232038</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/117232038</guid><author>weixin_39529413</author><pubDate>Mon, 24 May 2021 21:07:35 +0800</pubDate><description><![CDATA[隐马尔科夫模型HMM的详细讲解，提供对应的python代码。]]></description><category></category></item><item><title><![CDATA[GMM\EM算法详解——附0-9孤立词识别demo(python实现)]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/117200165</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/117200165</guid><author>weixin_39529413</author><pubDate>Sun, 23 May 2021 20:52:38 +0800</pubDate><description><![CDATA[GMM和EM算法详解，有基本的公式推导过程。附0-9孤立词识别（python），代码整体介绍：训练--对每一个GMM使用预料进行五次迭代训练；测试--对每条测试预料求每一个GMM模型下的似然，求argmax得到似然最大的模型最为输出结果，并和标签进行对比求正确率。]]></description><category></category></item><item><title><![CDATA[语音信号特征处理--Fbank\MFCC]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/117171122</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/117171122</guid><author>weixin_39529413</author><pubDate>Sat, 22 May 2021 20:46:30 +0800</pubDate><description><![CDATA[基本的数字信号处理知识，Fbank和MFCC过程及python实现]]></description><category></category></item><item><title><![CDATA[利用python手撸一个简单的多层感知机模型]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/113260896</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/113260896</guid><author>weixin_39529413</author><pubDate>Wed, 27 Jan 2021 18:24:03 +0800</pubDate><description><![CDATA[利用python实现一个简单的多层感知机模型，学习拓扑排序在神经网络前向反向传播过程中的应用]]></description><category></category></item><item><title><![CDATA[算法模板-----递归]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/112795319</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/112795319</guid><author>weixin_39529413</author><pubDate>Mon, 18 Jan 2021 21:24:01 +0800</pubDate><description><![CDATA[递归思想及其例子]]></description><category></category></item><item><title><![CDATA[ubuntu tensorflow1.1x版本安装及常见问题]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/112726597</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/112726597</guid><author>weixin_39529413</author><pubDate>Sat, 16 Jan 2021 23:07:11 +0800</pubDate><description><![CDATA[tensorflow-gpu1.1x版本安装及常见问题]]></description><category></category></item><item><title><![CDATA[算法模板-----二分查找]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/112602786</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/112602786</guid><author>weixin_39529413</author><pubDate>Thu, 14 Jan 2021 11:13:41 +0800</pubDate><description><![CDATA[二分搜索模板及常见题目]]></description><category></category></item><item><title><![CDATA[算法模板-----位运算]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/112543991</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/112543991</guid><author>weixin_39529413</author><pubDate>Tue, 12 Jan 2021 18:35:54 +0800</pubDate><description><![CDATA[位运算相关题型及知识点]]></description><category></category></item><item><title><![CDATA[算法模板-----链表]]></title><link>https://blog.youkuaiyun.com/weixin_39529413/article/details/112475711</link><guid>https://blog.youkuaiyun.com/weixin_39529413/article/details/112475711</guid><author>weixin_39529413</author><pubDate>Mon, 11 Jan 2021 16:38:50 +0800</pubDate><description><![CDATA[链表相关的模板]]></description><category></category></item></channel></rss>