Dental loop SnP: Speech and phonetic pattern recognition
Dental Loop SnP represents a pioneering python-based software application tailored to analyse phonetic speech patterns in patients and research. By extracting audio from video recordings that capture patients speaking, the software applies an AI-driven text-to-speech engine to create accurate refere...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2023-12-01
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| Series: | SoftwareX |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S235271102300300X |
| _version_ | 1797389425039114240 |
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| author | Taseef Hasan Farook Farhan Hasin Saad Saif Ahmed James Dudley |
| author_facet | Taseef Hasan Farook Farhan Hasin Saad Saif Ahmed James Dudley |
| author_sort | Taseef Hasan Farook |
| collection | DOAJ |
| description | Dental Loop SnP represents a pioneering python-based software application tailored to analyse phonetic speech patterns in patients and research. By extracting audio from video recordings that capture patients speaking, the software applies an AI-driven text-to-speech engine to create accurate reference speech samples. These samples are further processed through automated audio segmentation and subjected to statistical and spectral phonetic analysis techniques, resulting in the generation of diverse graphical data. The software's modular design allows for easy expansion by incorporating new phonemes and keywords, rendering it a highly adaptable and customisable tool in the realms of dentistry, speech therapy and craniofacial research. |
| first_indexed | 2024-03-08T22:56:41Z |
| format | Article |
| id | doaj.art-920d8e5bb1e244c3b799cafe57856393 |
| institution | Directory Open Access Journal |
| issn | 2352-7110 |
| language | English |
| last_indexed | 2024-03-08T22:56:41Z |
| publishDate | 2023-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | SoftwareX |
| spelling | doaj.art-920d8e5bb1e244c3b799cafe578563932023-12-16T06:08:20ZengElsevierSoftwareX2352-71102023-12-0124101604Dental loop SnP: Speech and phonetic pattern recognitionTaseef Hasan Farook0Farhan Hasin Saad1Saif Ahmed2James Dudley3Adelaide Dental School, University of Adelaide, Adelaide SA5000, Australia; Corresponding author.Department of Electrical and Computer Engineering, North South University, Dhaka, BangladeshDepartment of Electrical and Computer Engineering, North South University, Dhaka, BangladeshAdelaide Dental School, University of Adelaide, Adelaide SA5000, AustraliaDental Loop SnP represents a pioneering python-based software application tailored to analyse phonetic speech patterns in patients and research. By extracting audio from video recordings that capture patients speaking, the software applies an AI-driven text-to-speech engine to create accurate reference speech samples. These samples are further processed through automated audio segmentation and subjected to statistical and spectral phonetic analysis techniques, resulting in the generation of diverse graphical data. The software's modular design allows for easy expansion by incorporating new phonemes and keywords, rendering it a highly adaptable and customisable tool in the realms of dentistry, speech therapy and craniofacial research.http://www.sciencedirect.com/science/article/pii/S235271102300300XSpeechPhoneticsAudio pattern recognitionObject detection |
| spellingShingle | Taseef Hasan Farook Farhan Hasin Saad Saif Ahmed James Dudley Dental loop SnP: Speech and phonetic pattern recognition SoftwareX Speech Phonetics Audio pattern recognition Object detection |
| title | Dental loop SnP: Speech and phonetic pattern recognition |
| title_full | Dental loop SnP: Speech and phonetic pattern recognition |
| title_fullStr | Dental loop SnP: Speech and phonetic pattern recognition |
| title_full_unstemmed | Dental loop SnP: Speech and phonetic pattern recognition |
| title_short | Dental loop SnP: Speech and phonetic pattern recognition |
| title_sort | dental loop snp speech and phonetic pattern recognition |
| topic | Speech Phonetics Audio pattern recognition Object detection |
| url | http://www.sciencedirect.com/science/article/pii/S235271102300300X |
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