Inspiration
The project is inspired by the communication barriers faced by the deaf and hearing-impaired communities. Many individuals in these communities struggle with developing clear speech due to the lack of real-time feedback on their pronunciation. We aim to create an AI-driven solution that empowers users to improve their oral communication, fostering inclusivity and boosting self-confidence.
What it does
The AI Speech Improvement Assistant provides real-time feedback on speech pronunciation, highlighting areas for improvement and suggesting corrective measures. The tool is tailored for individuals with hearing impairments, offering a visual representation of prouncing speed. It uses advanced AI algorithms to analyze and assess speech patterns, guiding users toward clearer articulation.
How we built it
We utilized a combination of cutting-edge technologies, including: 1.Machine learning algorithms to detect discrepancies between intended and actual pronunciation. 2.A user-friendly interface designed to deliver actionable insights in an engaging and non-intimidating way.
Challenges we ran into
Most speech recognition systems on the market do not support detailed differentiation of single words and the pronunciation of each syllable. We encountered great difficulties in calibrating the accuracy of speech recognition.
Accomplishments that we're proud of
1.Successfully developing an AI-driven system that offers tailored feedback for speech improvement. 2.Building a tool that has the potential to make a meaningful impact on the lives of people with hearing impairments.
What we learned
Except the knowledge we learned about intelligent speech recognition in the product, we also been taught e importance of designing inclusive technology that addresses real-world challenges.
What's next for AI Speech Improvement Assistant
We are planning to add more functions that can significantly helps them to improve their skills using computer vision such as analyzing lip movements and synchronizing them, and offering a visual representation of phonetics, mouth movements, and sound waves.
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