IstoryAI

An innovative browser extension designed to assist dyslexic students in reading Filipino stories through advanced assistive tools and machine learning technology.

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About IstoryAI

This browser extension serves as a comprehensive reading aid for dyslexic students learning Filipino. It combines assistive features such as text-to-speech, customizable fonts, and word highlighting with machine learning techniques like Named Entity Recognition (NER) and Part-of-Speech (POS) tagging. These tools help users understand and engage with Filipino short stories more effectively, enhancing language acquisition and reading comprehension.

How to Use

Download and install the extension in your web browser. Open a Filipino story online, and the extension activates automatically. It offers text-to-speech, font adjustments, word highlighting, and explanations of key words identified by NER and POS tagging to facilitate better understanding.

Features

Highlighting words to boost focus and retention

Part-of-Speech tagging to clarify grammatical roles

Customizable fonts optimized for dyslexic readers

Instant explanations of important words and phrases

Filipino text-to-speech for improved comprehension

Named Entity Recognition to identify key entities in texts

Use Cases

Providing accessible Filipino reading materials

Supporting inclusive classroom learning

Helping dyslexic students understand Filipino stories

Enhancing Filipino language skills for learners with reading challenges

Best For

Special education teachersFilipino language learners with reading difficultiesParents of dyslexic children studying FilipinoFilipino language educatorsDyslexic students learning Filipino

Pros

Adjustable fonts and highlighting features for personalized reading

Leverages machine learning for deeper text understanding

All-in-one assistive technology solution

Tailored specifically for Filipino language learning

Text-to-speech feature enhances listening comprehension

Cons

Overreliance on the tool might limit independent reading skills

NER and POS tagging accuracy can vary with complex texts

Effectiveness depends on individual learning styles

Initial setup may require some configuration

Frequently Asked Questions

Find answers to common questions about IstoryAI

Does the text-to-speech feature support Filipino language?

Yes, the text-to-speech function is specifically designed to vocalize Filipino text accurately.

How reliable are the Named Entity Recognition and Part-of-Speech tagging features?

While highly effective, the accuracy of NER and POS tagging can vary depending on text complexity. They are designed to assist, not replace, human understanding.

Can I customize fonts and highlighting options?

Absolutely. The extension offers customizable font styles and highlighting settings to match individual reading preferences.

Is this extension suitable for all Filipino reading levels?

Yes, it is adaptable for various reading levels, providing support tailored to individual needs and skill levels.

Does the tool work offline or require internet connection?

Most features function online, especially those involving machine learning. However, core assistive features are available offline after installation.