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AI service for TTV (Text To Video) and STV (Speech To Video)

217 2023. 5. 30.
AI service for TTV (Text To Video) and STV (Speech To Video)

Summary

The Korean company were founded in 2019, is an artificial intelligence startup that develops Text To Video (TTV) that automatically produces text files as video content and STV (Speech To Video) algorithm that produces voice data as video content. TTV and STV are artificial intelligence software that summarizes input text or voice data into key sentences and calculates keywords derived through machine learning into images, videos, and sound sources accordingly. 

 

Currently, the company are looking for investment and B2B target of customers.

Advantages and Innovations

  • The A.I has the ability to match, transform, and process target data, such as ordinary documents and voices, based on the target language according to a preset and learned analysis process, and create target data-based global multimedia conversion content easily and quickly.

     
  • To improve the performance of technical products, the company uses its own built-in transformation system (Text to Video) to address the shortcomings of existing artificial intelligence recurrent neural networks (RNNs) to increase summary accuracy. Through this, it is possible to provide accurate summary results that are distinguished from existing services, and problems such as information loss are solved by using the system established by the company.

 

  • Based on the ROUGE (Recall-Oriented Understudy for Gisting Evaluation), which evaluate the performance of text summarization and machine translation, Google's text recognition and summary performance is 44%, but the Korean company showing 46%. In addition, one out of every 10 pictures by keyword is currently considered unsuitable, so the accuracy of image matching is judged to be around 96%.

Stage of Development

TRL 9 - Already on the market

Description

Text to Video (TTV) is a service that automatically makes text data into video content which extract valuable data from text data containing various information and convert it into video content (converts long text (up to 12,000 B2C texts) to video).

This is a service configuration diagram. TTV service is running through cloud servers. Works in multi-cloud environments such as AWS (Amazon Web Service) and MS Azure (Microsoft Azure).

 

[How the keyword extraction model works]

■ The keyword extraction model performs understanding of the text that the user enter first. 

■ Specify which part of this is determined to be the core, and search for words that are usually repeatedly printed as keywords in the beginning. The more important the words in the text, the more they are repeated determine it as a key word and proceed with keyword extraction. 

■ Select and compare sentences containing the keyword, or select and compare words. 

■ The A.I.'s keyword extraction model compares words. Extracts repeated words and compares them with cosine similarities. Each word is embedded as a vector to compare it with cosine similarity. After comparing words, leave the word group with the highest similarity.

 

[How to extract the similarity of cosine]

■ For example, catch 'apple' and compare it with the word that appears afterwards. If "cat," "pear," "chair," and "shine muscat" are counted as words that appear afterwards, the more similar, the word are embedded in close proximity to each other, and cosine similarity allows you to determine the distance between the vectors If you know, you can find words that have similar meanings. 

■ In other words, the words closest to "apple" are most likely "bae" and "shine muscat," and in the case of "cat" and "chair," they are located relatively far away, so they are not viewed as similar keywords.

Technology Keywords

1.2.3 Artificial Intelligence (AI)
1.4.3 E-Publishing, Digital Content

Market Application Keywords

2.7.16 Artificial intelligence related software

Sector Group

Digital

Type and Size of Client

Industry SME 11-49

Type and Role of Partner Sought

The AI service can be used in: Securities, insurance, health, company introduction, and various industries of text-intensive companies.

 

The company seeks for distributors to sell the service in Europe.

Type of Partnership Considered

Commercial Agency Agreement
Financial Agreement

Company

Waynehills Bryant A.I Co., Ltd.

Internal Reference

BO20230009

Category

BO

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