Speech-based Multimodel Pipeline for Vietnamese Services Quality Assessment
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arXiv
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| Auteurs principaux: | , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866913616496689152 |
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| author | D., Quang-Anh N. Pham, Minh-Duc Dinh, Thai Kim |
| author_facet | D., Quang-Anh N. Pham, Minh-Duc Dinh, Thai Kim |
| contents | In the evolving landscape of customer service within the digital economy, traditional methods of service quality assessment have shown significant limitations, this research proposes a novel deep-learning approach to service quality assessment, focusing on the Vietnamese service sector. By leveraging a multi-modal pipeline that transcends traditional evaluation methods, the research addresses the limitations of conventional assessments by analyzing speech, speaker interactions and emotional content, offering a more comprehensive and objective means of understanding customer service interactions. This aims to provide organizations with a sophisticated tool for evaluating and improving service quality in the digital economy. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2412_09829 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Speech-based Multimodel Pipeline for Vietnamese Services Quality Assessment D., Quang-Anh N. Pham, Minh-Duc Dinh, Thai Kim Computers and Society In the evolving landscape of customer service within the digital economy, traditional methods of service quality assessment have shown significant limitations, this research proposes a novel deep-learning approach to service quality assessment, focusing on the Vietnamese service sector. By leveraging a multi-modal pipeline that transcends traditional evaluation methods, the research addresses the limitations of conventional assessments by analyzing speech, speaker interactions and emotional content, offering a more comprehensive and objective means of understanding customer service interactions. This aims to provide organizations with a sophisticated tool for evaluating and improving service quality in the digital economy. |
| title | Speech-based Multimodel Pipeline for Vietnamese Services Quality Assessment |
| topic | Computers and Society |
| url | https://arxiv.org/abs/2412.09829 |