Voice communication for next generation cars

The report discuss on creating of a Graphic User Interface (GUI) which utilize Hidden Markov Model Tool Kit (HTK) on speech recognition system. In order to create a speaker independent automatic speech recognition system, HTK provides a good accuracy to detect word-based speech which is then used fo...

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Bibliographic Details
Main Author: Lee, Song Lim.
Other Authors: School of Electrical and Electronic Engineering
Format: Final Year Project
Language:English
Published: 2011
Subjects:
Online Access:http://hdl.handle.net/10356/46411
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Institution: Nanyang Technological University
Language: English
Description
Summary:The report discuss on creating of a Graphic User Interface (GUI) which utilize Hidden Markov Model Tool Kit (HTK) on speech recognition system. In order to create a speaker independent automatic speech recognition system, HTK provides a good accuracy to detect word-based speech which is then used for other purposes such as opening a text file or perhaps when the user speak “turn right”, the signal light wil react accordingly through speech recognition system. The report can be segmented into three sections. Firstly, the data collection for an Asian speech database is being presented which includes the equipment used, environment, and the speech parameters. Secondly, the discussion on the implementation of all require step in order to create a HTK Recognition System on the GUI. And finally, the implementation of a real-time speech recognition system is evaluated.