INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Today we often see people speak and the computer/mobile types the words exactly as spoken by the operator. This direct speech- to- text conversion has led to a curiosity to develop a method or program through which we could directly convert our speech to an image. If we could convert any speech to image directly then it would pave a path due to the vast potential applications it would have in man- machine interaction, art creation, computer- aided design, etc. The generation of realistic images from text automatically is an intriguing and valuable concept, but current AI systems have not yet achieved this objective. Nevertheless, for learning discriminatory text feature representations, recent years have seen the development of general and strong recurrent neural network designs. Deep GANs lead to generate the images related to certain kinds, like faces, folder covers, etc. The goal of this work is that these developments in text and image modeling must be associated by converting graphic notions from characters to pixels using an original deep structure and GAN formulation. The potential of our model is proved by creating realistic pictures of birds and flowers from thorough text descriptions.
"SPEECH TO IMAGE TRANSLATION", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 11, page no.a157-a170, November-2023, Available :http://www.ijnrd.org/papers/IJNRD2312023.pdf
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2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 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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