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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| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2011
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| Online Access: | http://hdl.handle.net/10356/46411 |
| _version_ | 1826123789376684032 |
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| author | Lee, Song Lim. |
| author2 | School of Electrical and Electronic Engineering |
| author_facet | School of Electrical and Electronic Engineering Lee, Song Lim. |
| author_sort | Lee, Song Lim. |
| collection | NTU |
| description | 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. |
| first_indexed | 2024-10-01T06:10:04Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/46411 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T06:10:04Z |
| publishDate | 2011 |
| record_format | dspace |
| spelling | ntu-10356/464112023-07-07T17:09:13Z Voice communication for next generation cars Lee, Song Lim. School of Electrical and Electronic Engineering Andy Khong Wai Hoong DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems 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. Bachelor of Engineering 2011-12-05T09:18:38Z 2011-12-05T09:18:38Z 2011 2011 Final Year Project (FYP) http://hdl.handle.net/10356/46411 en Nanyang Technological University 159 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Lee, Song Lim. Voice communication for next generation cars |
| title | Voice communication for next generation cars |
| title_full | Voice communication for next generation cars |
| title_fullStr | Voice communication for next generation cars |
| title_full_unstemmed | Voice communication for next generation cars |
| title_short | Voice communication for next generation cars |
| title_sort | voice communication for next generation cars |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems |
| url | http://hdl.handle.net/10356/46411 |
| work_keys_str_mv | AT leesonglim voicecommunicationfornextgenerationcars |