The Examine Words feature in Lnu-AI opens up a world of deep linguistic exploration, enabling users to delve into the intricate web of relationships and connections between Mi'kmaq words. It utilizes cutting-edge technologies such as word embeddings, cosine similarity for vector representation, and audio analysis for native pronunciation, all woven together in an intuitive, interactive visual system.
Every Mi'kmaq word is represented as a node, with the connections between nodes showing semantic or syntactic relationships based on word embeddings. This method visualizes words in a shared space, giving users a unique view of the structural connections between different words and phrases in the Mi'kmaq language.
To determine the strength of connections between words, the Examine Words feature uses cosine similarity - a measure of similarity between two vectors. This mathematical tool allows us to quantify the similarity between two words, represented by their vectors in high-dimensional space.
Examine Words goes beyond textual relationships and extends into the realm of pronunciation. By analyzing audio recordings from native speakers, it breaks down how each word is pronounced and represents it as a visual vector. This feature provides an invaluable tool for users aiming to perfect their Mi'kmaq pronunciation.
The Mi'kmaq language, like many Indigenous languages, possesses rich orthographic variation. Examine Words acknowledges this linguistic diversity by visually representing the variance, helping users understand the spectrum of possible spellings and related words.
The Mi'kmaq language, like many Indigenous languages, possesses rich orthographic variation. Examine Words acknowledges this linguistic diversity by visually representing the variance, helping users understand the spectrum of possible spellings and related words.
The Mi'kmaq language, like many Indigenous languages, possesses rich orthographic variation. Examine Words acknowledges this linguistic diversity by visually representing the variance, helping users understand the spectrum of possible spellings and related words.
To get the most out of Examine Words, simply:
- Navigate to the
Examine Wordstab in the application interface. - Enter the word you want to examine in the provided text box.
- The system will generate a visual representation of the word and its connections.
Our vision for the Examine Words feature is to continually evolve it by:
- Expanding the word database to include an even larger selection of Mi'kmaq words.
- Enhancing the AI's understanding of Mi'kmaq phonetics for more accurate pronunciation analysis.
- Implementing user feedback to fine-tune and improve the feature's functionality.
We welcome contributions, suggestions, and feedback from all users - developers, language enthusiasts, and anyone passionate about preserving and promoting the beautiful Mi'kmaq language.
For more information on the project and other features of Lnu-AI, refer to the Project Statement.
Developed by Madie Laine