Academic Journal
DESIGN AND IMPLEMENTATION OF A TEXT TO SPEECH SYSTEM USING GROQ PLAYAI-TTS.
| Τίτλος: | DESIGN AND IMPLEMENTATION OF A TEXT TO SPEECH SYSTEM USING GROQ PLAYAI-TTS. |
|---|---|
| Συγγραφείς: | Ilo, S. F., Nnamdi, H. I., Nwali, U. E. |
| Πηγή: | Umudike Journal of Engineering & Technology; Jun2026, Vol. 12 Issue 2, p19-26, 8p |
| Θεματικοί όροι: | Speech synthesis, Client/server computing, Text-to-speech software, Scalability, Web services, Speech processing systems, Computer performance |
| Περίληψη: | Text-to-speech (TTS) technology has become an integral part of modern digital systems, enabling smooth interaction between humans and computers in areas like accessibility, education, and content creation. Despite major advancements, many TTS systems still struggle with high latency, limited scalability, and poor integration in web environments. These issues make it hard to provide real-time, high-quality speech synthesis for active user applications. This study aims to design and implement an efficient, low-latency TTS system by integrating the Groq PlayAI-TTS model into a strong client-server setup. The main goal is to improve real-time speech generation while ensuring scalability, usability, and smooth communication between system parts. The methodology follows a clear design approach. A responsive frontend captures user input and sends it to a backend API (Application Programming Interface) for processing. The backend uses the PlayAI-TTS model to generate high-quality audio output, which then goes back to the frontend for immediate playback. The system is optimized through effective request handling, solid error management, and adaptive performance in different network conditions. Results from the implementation show significant gains in response time, audio quality, and system reliability compared to traditional TTS solutions. The system achieves near realtime speech synthesis with very little latency. It also supports multiple languages and customizable user profiles. Furthermore, its scalable design allows it to be used across various web platforms. Conclusively, the developed system offers a practical and high-performance solution for modern TTS applications. By connecting improved speech synthesis models with a user-friendly design, the study illustrates the potential of the Groq PlayAI-TTS system in providing efficient, accessible, and scalable speech technologies. [ABSTRACT FROM AUTHOR] |
| Copyright of Umudike Journal of Engineering & Technology is the property of Michael Okpara University of Agriculture and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Βάση Δεδομένων: | Complementary Index |
| FullText | Text: Availability: 0 |
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| Header | DbId: edb DbLabel: Complementary Index An: 195541899 RelevancyScore: 1082 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 1082.4189453125 |
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| Items | – Name: Title Label: Title Group: Ti Data: DESIGN AND IMPLEMENTATION OF A TEXT TO SPEECH SYSTEM USING GROQ PLAYAI-TTS. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Ilo%2C+S%2E+F%2E%22">Ilo, S. F.</searchLink><br /><searchLink fieldCode="AR" term="%22Nnamdi%2C+H%2E+I%2E%22">Nnamdi, H. I.</searchLink><br /><searchLink fieldCode="AR" term="%22Nwali%2C+U%2E+E%2E%22">Nwali, U. E.</searchLink> – Name: TitleSource Label: Source Group: Src Data: Umudike Journal of Engineering & Technology; Jun2026, Vol. 12 Issue 2, p19-26, 8p – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Speech+synthesis%22">Speech synthesis</searchLink><br /><searchLink fieldCode="DE" term="%22Client%2Fserver+computing%22">Client/server computing</searchLink><br /><searchLink fieldCode="DE" term="%22Text-to-speech+software%22">Text-to-speech software</searchLink><br /><searchLink fieldCode="DE" term="%22Scalability%22">Scalability</searchLink><br /><searchLink fieldCode="DE" term="%22Web+services%22">Web services</searchLink><br /><searchLink fieldCode="DE" term="%22Speech+processing+systems%22">Speech processing systems</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+performance%22">Computer performance</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Text-to-speech (TTS) technology has become an integral part of modern digital systems, enabling smooth interaction between humans and computers in areas like accessibility, education, and content creation. Despite major advancements, many TTS systems still struggle with high latency, limited scalability, and poor integration in web environments. These issues make it hard to provide real-time, high-quality speech synthesis for active user applications. This study aims to design and implement an efficient, low-latency TTS system by integrating the Groq PlayAI-TTS model into a strong client-server setup. The main goal is to improve real-time speech generation while ensuring scalability, usability, and smooth communication between system parts. The methodology follows a clear design approach. A responsive frontend captures user input and sends it to a backend API (Application Programming Interface) for processing. The backend uses the PlayAI-TTS model to generate high-quality audio output, which then goes back to the frontend for immediate playback. The system is optimized through effective request handling, solid error management, and adaptive performance in different network conditions. Results from the implementation show significant gains in response time, audio quality, and system reliability compared to traditional TTS solutions. The system achieves near realtime speech synthesis with very little latency. It also supports multiple languages and customizable user profiles. Furthermore, its scalable design allows it to be used across various web platforms. Conclusively, the developed system offers a practical and high-performance solution for modern TTS applications. By connecting improved speech synthesis models with a user-friendly design, the study illustrates the potential of the Groq PlayAI-TTS system in providing efficient, accessible, and scalable speech technologies. [ABSTRACT FROM AUTHOR] – Name: Abstract Label: Group: Ab Data: <i>Copyright of Umudike Journal of Engineering & Technology is the property of Michael Okpara University of Agriculture and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.33922/j.ujet_v12i2_3 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 8 StartPage: 19 Subjects: – SubjectFull: Speech synthesis Type: general – SubjectFull: Client/server computing Type: general – SubjectFull: Text-to-speech software Type: general – SubjectFull: Scalability Type: general – SubjectFull: Web services Type: general – SubjectFull: Speech processing systems Type: general – SubjectFull: Computer performance Type: general Titles: – TitleFull: DESIGN AND IMPLEMENTATION OF A TEXT TO SPEECH SYSTEM USING GROQ PLAYAI-TTS. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ilo, S. F. – PersonEntity: Name: NameFull: Nnamdi, H. I. – PersonEntity: Name: NameFull: Nwali, U. E. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: Jun2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 25367404 Numbering: – Type: volume Value: 12 – Type: issue Value: 2 Titles: – TitleFull: Umudike Journal of Engineering & Technology Type: main |
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