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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: December 2025
Volume 10 | Issue 12
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19459
Article Published : 8041
Total Authors : 21252
Total Reviewer : 769
Total Countries : 145
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| Paper Title: | Dual-Pipeline Intelligent Framework For Real-Time Contextual Multilingual Communication Using LLM And Neural TTS |
| Authors Name: | M Vijayalakshmi , Dharun Narayanan N K , Sriram I , SivaBalan G , Tharun N |
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IJRTI_202613
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| Published Paper Id: | IJRTI2504212 |
| Published In: | Volume 10 Issue 4, April-2025 |
| DOI: | |
| Abstract: | This paper presents a dual-pipeline intelligent communication framework designed to address limitations in current multilingual systems by integrating a fine-tuned large language model (LLM) with neural text-to-speech (TTS) synthesis. Leveraging a multilingual corpus exceeding 680 billion tokens, the system supports real-time translation across 24 languages, with an emphasis on Asian and South Asian linguistic families. The LLM ensures semantic, idiomatic, and grammatical accuracy, while the TTS engine, utilizing Tacotron-2 and HiFi-GAN, delivers human-like prosody. A core feature, Continuous Conversation Mode, maintains contextual memory, ensuring coherent multi-turn dialogues. Evaluations yield a BLEU score of 42.3 and a MOS of 4.2, outperforming existing tools. This technology promises significant impact in healthcare, diplomacy, education, and cross-cultural collaboration. |
| Keywords: | Real-time translation, neural TTS, GPT-4, multilingual communication, conversational memory |
| Cite Article: | "Dual-Pipeline Intelligent Framework For Real-Time Contextual Multilingual Communication Using LLM And Neural TTS", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 4, page no.b902-b907, April-2025, Available :http://www.ijrti.org/papers/IJRTI2504212.pdf |
| Downloads: | 000356 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2504212
Registration ID:202613
Published In: Volume 10 Issue 4, April-2025
DOI (Digital Object Identifier):
Page No: b902-b907 Country: Coimbatore, Tamil Nadu, India Research Area: Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2504212 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2504212 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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