Multilingual Speech Emotion Research Based on Data Mining
In order to improve the effect of speech emotion research, this paper combines data mining technology to construct a speech emotion research model and establishes a state space model of speech emotion risk problem. Moreover, this paper uses fuzzy variables to describe the external uncertain environm...
Saved in:
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
|
| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/5265966 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832562366352457728 |
|---|---|
| author | Yanting Yu |
| author_facet | Yanting Yu |
| author_sort | Yanting Yu |
| collection | DOAJ |
| description | In order to improve the effect of speech emotion research, this paper combines data mining technology to construct a speech emotion research model and establishes a state space model of speech emotion risk problem. Moreover, this paper uses fuzzy variables to describe the external uncertain environmental factors and intuitively shows the relationship between each technology, that is, clearly shows how actions and external environmental factors affect their action results, which is helpful in understanding the voice emotional risk problem from the root. In addition, this paper uses the basic knowledge of credibility theory to transform the model and finally transform the model into an optimal control problem. Through the speech emotion simulation experiment, it can be seen that the multilingual speech emotion analysis model based on data mining proposed in this paper has a good effect in speech emotion analysis. |
| format | Article |
| id | doaj-art-d8d2f690e00b4a88b530081051fd6a9c |
| institution | Kabale University |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-d8d2f690e00b4a88b530081051fd6a9c2025-02-03T01:22:49ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/5265966Multilingual Speech Emotion Research Based on Data MiningYanting Yu0School of Earth ScienceIn order to improve the effect of speech emotion research, this paper combines data mining technology to construct a speech emotion research model and establishes a state space model of speech emotion risk problem. Moreover, this paper uses fuzzy variables to describe the external uncertain environmental factors and intuitively shows the relationship between each technology, that is, clearly shows how actions and external environmental factors affect their action results, which is helpful in understanding the voice emotional risk problem from the root. In addition, this paper uses the basic knowledge of credibility theory to transform the model and finally transform the model into an optimal control problem. Through the speech emotion simulation experiment, it can be seen that the multilingual speech emotion analysis model based on data mining proposed in this paper has a good effect in speech emotion analysis.http://dx.doi.org/10.1155/2022/5265966 |
| spellingShingle | Yanting Yu Multilingual Speech Emotion Research Based on Data Mining Advances in Multimedia |
| title | Multilingual Speech Emotion Research Based on Data Mining |
| title_full | Multilingual Speech Emotion Research Based on Data Mining |
| title_fullStr | Multilingual Speech Emotion Research Based on Data Mining |
| title_full_unstemmed | Multilingual Speech Emotion Research Based on Data Mining |
| title_short | Multilingual Speech Emotion Research Based on Data Mining |
| title_sort | multilingual speech emotion research based on data mining |
| url | http://dx.doi.org/10.1155/2022/5265966 |
| work_keys_str_mv | AT yantingyu multilingualspeechemotionresearchbasedondatamining |