Voices is one of the main physical senses of a human being. Throughout history, serenades have been known to help move hearts. Using artificial intelligence to extract biomarkers or characteristics in voice can help improve matches. There has been more studies recently of vocal analysis by artificial intelligence to help detect diseases (cardiovascular, neurological, etc.) and we believe that voice can be used to help improve relationship chemistry.

For our project we looked to demonstrate from a prototype how we are training our model to best estimate what voices our user would "like." We used user inputs as well as shimmer, pitch, pitch variance, and harmonic to noise ratio to see if there were any patterns. In addition, we used Cohere's embeddings to help establish relationships.

In our analysis, we saw that Cohere's embeddings clearly was able to detect and distinguish between genders where user inputs clearly preferred one gender over another. We also saw promising relationships in vocal characteristics such as pitch, shimmer, and harmonic noise ratio where further training could help enhance accuracy.

Overall, the dating app is currently heavily weighed on appearance alone. Our app and project intends to change that. By studying further voice of existing couples/married relationships, we can further improve our model. There are also other biomarkers that are readily available that we can use in the future to improve model accuracy.

Please see our video demo here: https://www.loom.com/share/8ac63653b3c84ced8b8836fbf9c3cf3b?sid=24315fa5-6a20-4422-aec1-4a813516b06d
Please see our presentation here: https://docs.google.com/presentation/d/10vpRYgltNhEcz5yOhY6UK-9cK4PQkkBpQ5gudniXm3c/edit?usp=sharing


Radical AIFMC x Cohere GenerativeAI Hackathon

A dating app to help singles find their soulmate by using vocal characteristics and biomarkers

AI Voice

One of the best AI labs in the world. By using the Cohere platform we are able to use one of the best and most powerful language models for our own! There are many tutorials, including our own one, that show how to use Cohere.

Cohere

Cohere is a Canadian startup that provides natural language processing models that help companies improve human-machine interactions

Scientific Dating App

lite Mach is a modern dating app that leverages the latest technology to help you find your perfect match. Our app employs advanced search and vector databases to match you with compatible people who share your interests, values, and lifestyle preferences. We use cutting-edge technology to simplify the dating process and increase your chances of finding your ideal partner.

In addition to our advanced matching algorithm, Elite Mach also uses AI to help respond to messages and analyze images. Our AI-powered chatbot can provide you with helpful suggestions for starting and maintaining conversations with your matches. With the help of our chatbot, you can have more engaging and enjoyable conversations, even if you're not sure what to say next.

Furthermore, Elite Mach uses AI to analyze profile images and provide insights into potential matches. Our image analysis technology can identify key traits and characteristics that may be important to you, such as age, body type, and style. This helps you make more informed decisions when selecting potential matches.

With Elite Mach, you're one step closer to finding your happily ever after. Our state-of-the-art technology, coupled with our commitment to helping you find your perfect match, sets us apart from other dating apps. Sign up today and experience the future of online dating!

Build your AI Startup Hackathon. Episode 2

r. Using advanced search and vector databases, Elite Mach matches you with compatible people you might never have crossed paths with otherwise.

Elite Match

Redis is an open-source, in-memory data store that provides access to mutable data structures via a set of commands. It offers high performance and scalability, making it a popular choice for use in web applications and other use cases that require fast data access. Redis supports various advanced features such as persistence options, replication, clustering, and pub/sub messaging.

Redis

Stable Diffusion is a latent text-to-image diffusion model capable of generating stylized and photo-realistic images. It is pre-trained on a subset of of the LAION-5B dataset and the model can be run at home on a consumer grade graphics card so everyone can create stunning art within seconds.

Stable Diffusion

Explore Stability AI, the vanguard of open source generative AI, empowering global creativity and innovation

Stability AI

GPT-3 stands for Generative Pre-trained Transformer 3 and it is an autoregressive language model that uses deep learning to produce human-like text. It is the third-generation language prediction model in the GPT-n series created by OpenAI. GPT-3 is currently in open beta.

GPT-3

OpenAI is an AI research and deployment company

OpenAI

Elite Match Dating APP

Do you ever feel like you’re stuck in a rut when it comes to online dating? Are you tired of the same old conversations that go nowhere and end up in a ghosting? If so, you’re not alone. Many people struggle to break the ice with someone they’ve never met before, which is why DAITING BETTER is here to help.

DAITING BETTER is an online dating platform that uses Artificial Intelligence (AI) to help you get the conversation started. With our AI-generated messages, you can break the ice with potential dates quickly and easily. It doesn’t matter which gender, which interests, looking for a relationship or something more casual? Our AI-generated messages will help you start off on the right foot!

The microservice provides 3 creative and individual AI-generated messages the user can pick from. After picking 4 AI-messages (2 for each user) the human chat conversation will continue. 

OpenAI Stack Hack

DAITING BETTER is a micro-service providing AI pick-up-lines and chat-messages for dating-plattforms. It helps to simplify ice-breaking, less time consuming chats and it prevents ghosting

Filters

AI Models

Data

Platforms

AI Models

Data

Platforms

dating Applications

Scientific Dating App

Elite Match Dating APP

DAITING BETTER