Editing
Large Vocabulary Continuous Speech Recognition
(section)
Jump to navigation
Jump to search
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
== Introduction == Large Vocabulary Continuous Speech Recognition(LVCSR), stands as a sophisticated technology within the domain of Automatic Speech Recognition (ASR). LVCSR specifically focuses on the recognition of a sequence of words from a vast and diverse vocabulary without information of the word boundaries.<ref>Mitankin, P., Mihov, S., & Tinchev, T. (2009). ''Large Vocabulary Continuous Speech Recognition for Bulgarian''. International Conference RANLP. 246β250</ref> LVCSR system is composed of four indispensable components: Front-End Processing, Acoustic Model, Language Model, and Search & System Combination.<ref>Saon, G., & Chien, J.-T. (2012). Large-Vocabulary Continuous Speech Recognition Systems: A Look at Some Recent Advances. ''IEEE Signal Processing Magazine'', ''29''(6), 18β33. <nowiki>https://doi.org/10.1109/MSP.2012.2197156</nowiki></ref> Collectively, these components work seamlessly to transform speech signals into coherent word sequences. With the advancement of [[Deep Learning Revolution|deep learning]], LVCSR has witnessed a substantial enhancement in accuracy. This breakthrough has broadened the applicability of LVCSR across various industries and applications, making it an indispensable tool in the realm of speech recognition technology.
Summary:
Please note that all contributions to MSc Voice Technology are considered to be released under the Creative Commons Attribution (see
MSc Voice Technology:Copyrights
for details). If you do not want your writing to be edited mercilessly and redistributed at will, then do not submit it here.
You are also promising us that you wrote this yourself, or copied it from a public domain or similar free resource.
Do not submit copyrighted work without permission!
Cancel
Editing help
(opens in new window)
Navigation menu
Personal tools
Not logged in
Talk
Contributions
Create account
Log in
Namespaces
Page
Discussion
English
Views
Read
Edit
Edit source
View history
More
Navigation
Main page
Recent changes
Random page
Help about MediaWiki
Tools
What links here
Related changes
Special pages
Page information