It delivers more personalized responses to the user by allowing it to adapt its current responses to users based on the user's conversation history and We were able to create an AI therapist by creating a self-teaching AI using the Cohere API to train an AI model that integrates seamlessly into our application.
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Lastly, it was a challenge to train the cohere response AI properly since we wanted to verify our training data was free of bias or negativity, and that we were using the results of the Cohere AI model responsibly so that our users will feel safe using our AI therapist application.
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Additionally, incorporating the speech-to-text technology was challenging since we had little prior experience so we had to spend development time to learn how to implement it and also format the responses properly. We faced an issue with implementing a connection from the front-end to back-end since we were facing a CORS error while transmitting the data so we had to properly validate it. Once the conversations is done, we use Cohere's API to summarize it into a suitable prompt for the DallE text-to-image API to generate an image summarizing the user's conversation for them to look back at when they want to. We then use our text-to-speech algorithm for the AI to 'speak' to the user. We first convert the user's speech to text and then send it to the back-end to process it using Cohere's API, which as been trained by our custom data and the user's past conversations and then sent back. We used Flask to make the API endpoints in the back-end to connect with the front-end and also save information for the current user's session, such as username and past conversations, which were stored in a SQL database. At the end of each conversation, the AI therapist generates an appropriate image summarizing the sentiment of the conversation to give users a method to better remember their discussion. Our AI allows for real-time conversation by using speech-to-text processing technology and then uses text-to-speech technology for a fluent human-like response. This app is a therapy AI that generates reactive responses to the user and remembers previous information not just from the current conversation, but also past conversations with the user. We are hoping that after becoming comfortable with the experience, users in need will be encouraged to actively seek mental health services! ❓ What it does ❓ By providing an online AI consultant, we can allow users to briefly experience the process of therapy to overcome their aversion in the comfort of their own homes and under complete privacy. Patients may also find it inconvenient to seek out therapy - either because appointment waitlists can last several months long, therapy clinics can be quite far, or appointment times may not fit the patient's schedule. One of the main barriers for potential patients seeking mental health services is the negative stigma around therapy - in particular, admitting our weaknesses, overcoming learned helplessness, and fearing judgement from others. With Cohere as one of our UofT Hacks X sponsors this weekend, we want to explore the growing application of natural language processing and artificial intelligence to help make mental health services more accessible. The uTalk Classroom aspect will make learning more fun by adding a little competition to the mix.Mental health is a growing concern in today's population, especially in 2023 as we're all adjusting back to civilization again as COVID-19 measures are largely lifted. With access to over 60 topics you’ll see your speaking and listening skills improve. Now uTalk is offering all ‘Ōlelo Online learners a 30% discount on annual memberships with a single “lifetime” payment of $34.99 when signing up using ʻŌlelo Online’s uTalk Classroom. It’s perfect for beginners getting started in a language and invaluable for intermediates looking to fill in gaps in their vocabulary and pronunciation. This new Hawaiian Language component of the extensive uTalk app is great for anyone who wants to learn key words and phrases in Hawaiian. Everyone is very happy with the result! And now you too can enjoy the fruits of our labours. We have spent the last seven years in preparation for this new release, from planning the project, to the translation of thousands of words and phrases, to being delayed by the Covid epidemic, and finally to recording at “Hale Panino”, ʻŌlelo Online’s recording studio right here in Puna, Hawaiʻi, in April and May 2022.
I have worked with them since 2002 when I first recorded several computer games for children in Hawaiian. UTalk is a great company in England which has focused in part on producing language learning games for endangered languages like Hawaiian since the mid-1990s.
New Hawaiian Vocabulary and Phrase Builder for Hawaiian Language Learners
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