End-to-End Speech Recognition in English and Mandarin
w语音识别、噪音、方言,算法迭代。
https://arxiv.org/abs/1512.02595
We show that an end-to-end deep learning approach can be used to recognize either English or Mandarin Chinese speech--two vastly different languages. Because it replaces entire pipelines of hand-engineered components with neural networks, end-to-end learning allows us to handle a diverse variety of speech including noisy environments, accents and different languages. Key to our approach is our application of HPC techniques, resulting in a 7x speedup over our previous system. Because of this efficiency, experiments that previously took weeks now run in days. This enables us to iterate more quickly to identify superior architectures and algorithms. As a result, in several cases, our system is competitive with the transcription of human workers when benchmarked on standard datasets. Finally, using a technique called Batch Dispatch with GPUs in the data center, we show that our system can be inexpensively deployed in an online setting, delivering low latency when serving users at scale.
End-to-End Speech Recognition in English and Mandarin的更多相关文章
- Utterance-Wise Recurrent Dropout And Iterative Speaker Adaptation For Robust Monaural Speech Recognition
单声道语音识别的逐句循环Dropout迭代说话人自适应 WRBN(wide residual BLSTM network,宽残差双向长短时记忆网络) [2] J. Heymann, L. Dr ...
- FPGA 17最佳论文导读 ESE: Efficient Speech Recognition Engine with Compressed LSTM on FPGA
欢迎转载,转载请注明:本文出自Bin的专栏blog.csdn.net/xbinworld. 技术交流QQ群:433250724,欢迎对算法.机器学习技术感兴趣的同学加入. 后面陆续写一些关于神经网络加 ...
- [翻译]Review——How to do Speech Recognition with Deep Learning
原文地址:https://medium.com/@ageitgey/machine-learning-is-fun-part-6-how-to-do-speech-recognition-with-d ...
- Speech Recognition Grammar Specification Version 1.0 JavaScript TTS 文本发音
Speech Recognition Grammar Specification Version 1.0 https://www.w3.org/TR/speech-grammar/ W3C Recom ...
- 论文阅读笔记“Attention-based Audio-Visual Fusion for Rubust Automatic Speech recognition”
关于论文的阅读笔记 论文的题目是“Attention-based Audio-Visual Fusion for Rubust Automatic Speech recognition”,翻译成中文为 ...
- Speech Recognition Java Code - HMM VQ MFCC ( Hidden markov model, Vector Quantization and Mel Filter Cepstral Coefficient)
Hi everyone,I have shared speech recognition code inhttps://github.com/gtiwari333/speech-recognition ...
- C#的语音识别 using System.Speech.Recognition;
using System; using System.Collections.Generic; using System.Linq; using System.Speech.Recognition; ...
- 论文翻译:2015_DNN-Based Speech Bandwidth Expansion and Its Application to Adding High-Frequency Missing Features for Automatic Speech Recognition of Narrowband Speech
论文地址:基于DNN的语音带宽扩展及其在窄带语音自动识别中加入高频缺失特征的应用 论文代码:github 博客作者:凌逆战 博客地址:https://www.cnblogs.com/LXP-Never ...
- 第三篇:ASR(Automatic Speech Recognition)语音识别
ASR(Automatic Speech Recognition)语音识别: 百度语音--语音识别--python SDK文档: https://ai.baidu.com/docs#/ASR-Onli ...
随机推荐
- 从零开始,跟我一起做jblog项目(二)Maven
从零开始,跟我一起做jblog项目(一)引言 从零开始,跟我一起做jblog项目(二)Maven maven是一个项目管理工具,尤其适用于JAVA世界 在jblog的开发前期,还没有系统使用过mave ...
- 一款基于jQuery和CSS3炫酷3D旋转画廊特效插件
这是一款效果炫酷的jQuery和CSS3 3D旋转画廊特效插件.该3D画廊插件可以通过前后导航按钮来切换图片,效果就像旋转木马一样.它还带有点击放大图片,显示图片标题和用键盘操作等功能. 在线预览 ...
- 跟着百度学PHP[9]-session与cookie的异同
COOKIE cookie是将数据存储在客户端中,以此建立客户端与服务器之间的联系,但是cookie任然有一些局限性: 1.cookie相对不是很安全,容易被盗用导致cookie欺骗. 2.单个的co ...
- PHP,JavaScript,CSS三种HTML内嵌语言的语法,变量,循环,函数记录
PHP PHP简介: PHP 是服务器端脚本语言. PHP(全称:PHP:Hypertext Preprocessor,即"PHP:超文本预处理器")是一种通用开源脚本语言. PH ...
- Spider Studio 新版本 (20140225) - 设置菜单调整 / 提供JQueryContext布局相关的方法
这是年后的第一个新版本, 包含如下: 1. 先前去掉的浏览器设置功能又回来了! 说来惭愧, 去掉了这两个功能之后发现浏览经常会被JS错误打断, 很不方便, 于是乎又把它们给找回来了. :) 2. 为J ...
- 示例 - 如何在NodeJS中调用SS生成的DLL
要想在NodeJS中调用SS生成的DLL, 需要借助EdgeJS. EdgeJS: http://tjanczuk.github.io/edge/ 如果你还不知道如何在SS中生成DLL, 请查看: S ...
- 关于Unity的坐标系
1.坐标系分为左手坐标系和右手坐标系 2.用手从X轴旋到Y轴画一个弧,如果大拇指所指的方向是Z轴,那么这个坐标系就是这只手的坐标系 3.Unity是左手坐标系,OpenGl是右手坐标系 Unity坐标 ...
- ERROR: openstack Error finding address for http://10.16.37.215:9292/v1/images: [Errno 32] Broken pipe
Try to set: no_proxy=10.16.37.215 this should help 转自: http://askubuntu.com/questions/575938/error-i ...
- mysql存储过程,获取指定数据库的某个表的字段信息
DROP PROCEDURE IF EXISTS Proc; DELIMITER //CREATE PROCEDURE Proc(database_name varchar(50),table_nam ...
- Tomcat高并发配置优化
用的JMeter在自己电脑上测试的.Ubuntu10.04(x64)内存2G,cpu E5400 主频2.7.jdk1.6.0_27(x64) , tomcat6.0.33(x64) , oracle ...