Musio’s Touch Interaction
We got some exciting news to share! As you all know, we have been working on refining Musio. This time we have refined the way people interact with Musio. By...
Syntactic Parse Trees for sentence representation
Table of Contents 1. Syntactic Parse Trees for sentence representation syntax parse tree 1.1. goal 1.2. motivation 1.3. ingredients 1.4. steps 1.5. outlook 1.6. resources Syntactic Parse Trees for sentence representation :syntax:parse:tree: goal...
English learning with Musio is also for adults?!
Hello everyone! This time, because some of you have experienced Musio already and also as adults, We’ll explain the current situation! Although we are marketing Musio as an “English learning...
Musio’s intent classifier
Table of Contents 1. Musio’s intent classifier Musio keras classifier 1.1. goal 1.2. motivation 1.3. ingredients 1.4. steps 1.5. outlook Musio’s intent classifier goal In today’s post we will explain by means of...
Refining the Settings User Interface
The User Experience, Engine Development and Design teams have teamed up to create an Application launcher for Musio. There was one already but we weren’t 100% happy with it, so...
Sophy re-designed!
As everyone knows by now that Sophy is Musio’s counterpart friend to help with reading and interact with the study material. In case this is your first time reading about...
Variational Autoencoder
Goal Variational methods for inference of latent variables became popular in the last years. Here, we have a look at variational autoencoders from a slightly more mathematical point of view....
Perfecting Musio
We have been working very hard on improving Musios’ conversational skills, along with remembering details and better sentence structure. In the past we have showed different progress stages. Here Musio...
Autoencoder
Goal Autoencoder have long been proposed to tackle the problem of unsupervised learning. In this week’s summary we have a look at their capabilities of providing a features that can...
Expectation Maximization Algorithm
Goal In today’s summary we have a look at the expectation maximization algorithm that allows to optimize latent variable models when analytic inference of the posterior probability of latent variables...