Malay speech recognition to determine emotion using fuzzy logic / Siti Nazirah Abd Rahim
Emotion classification is something interesting, but to develop a system that can classify the type of emotion in speech is a difficult process. This is because it becomes complicated when people try to determine what type of emotions without seeing the facial expression. This project focuses on dev...
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| Format: | Thesis |
| Language: | English |
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2013
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| Online Access: | https://ir.uitm.edu.my/id/eprint/32793/2/32793.pdf |
| _version_ | 1825737636378050560 |
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| author | Abd Rahim, Siti Nazirah |
| author_facet | Abd Rahim, Siti Nazirah |
| author_sort | Abd Rahim, Siti Nazirah |
| collection | UITM |
| description | Emotion classification is something interesting, but to develop a system that can classify the type of emotion in speech is a difficult process. This is because it becomes complicated when people try to determine what type of emotions without seeing the facial expression. This project focuses on developing the prototype that can classify the type of emotion just by listening to the voice recorded only. The significant of this project is it can use in many industries such as operator service, counselor and lawyer. The objective of this project is to determine the type of emotion in recorded speech and to develop a system that can classify what type of emotion using fuzzy logic technique. To ensure the ability of this project, the testing process will be conducted using 50 samples of recorded speech. This project only covers three types of emotion that are happy, sad and angry. The classifying process is using average frequency of each recorded speech. This project also limited to Malay language and female voice only. As a conclusion, the prototype is able to determine the type of emotion in recorded speech using fuzzy logic technique. |
| first_indexed | 2024-03-06T02:21:14Z |
| format | Thesis |
| id | oai:ir.uitm.edu.my:32793 |
| institution | Universiti Teknologi MARA |
| language | English |
| last_indexed | 2025-03-05T07:18:12Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | oai:ir.uitm.edu.my:327932024-09-29T07:01:11Z https://ir.uitm.edu.my/id/eprint/32793/ Malay speech recognition to determine emotion using fuzzy logic / Siti Nazirah Abd Rahim Abd Rahim, Siti Nazirah Emotion Fuzzy logic Emotion classification is something interesting, but to develop a system that can classify the type of emotion in speech is a difficult process. This is because it becomes complicated when people try to determine what type of emotions without seeing the facial expression. This project focuses on developing the prototype that can classify the type of emotion just by listening to the voice recorded only. The significant of this project is it can use in many industries such as operator service, counselor and lawyer. The objective of this project is to determine the type of emotion in recorded speech and to develop a system that can classify what type of emotion using fuzzy logic technique. To ensure the ability of this project, the testing process will be conducted using 50 samples of recorded speech. This project only covers three types of emotion that are happy, sad and angry. The classifying process is using average frequency of each recorded speech. This project also limited to Malay language and female voice only. As a conclusion, the prototype is able to determine the type of emotion in recorded speech using fuzzy logic technique. 2013 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/32793/2/32793.pdf Malay speech recognition to determine emotion using fuzzy logic / Siti Nazirah Abd Rahim. (2013) Degree thesis, thesis, Universiti Teknologi MARA Cawangan Perak. <http://terminalib.uitm.edu.my/32793.pdf> |
| spellingShingle | Emotion Fuzzy logic Abd Rahim, Siti Nazirah Malay speech recognition to determine emotion using fuzzy logic / Siti Nazirah Abd Rahim |
| title | Malay speech recognition to determine emotion using fuzzy logic / Siti Nazirah Abd Rahim |
| title_full | Malay speech recognition to determine emotion using fuzzy logic / Siti Nazirah Abd Rahim |
| title_fullStr | Malay speech recognition to determine emotion using fuzzy logic / Siti Nazirah Abd Rahim |
| title_full_unstemmed | Malay speech recognition to determine emotion using fuzzy logic / Siti Nazirah Abd Rahim |
| title_short | Malay speech recognition to determine emotion using fuzzy logic / Siti Nazirah Abd Rahim |
| title_sort | malay speech recognition to determine emotion using fuzzy logic siti nazirah abd rahim |
| topic | Emotion Fuzzy logic |
| url | https://ir.uitm.edu.my/id/eprint/32793/2/32793.pdf |
| work_keys_str_mv | AT abdrahimsitinazirah malayspeechrecognitiontodetermineemotionusingfuzzylogicsitinazirahabdrahim |