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WELCOME

  A warm welcome to all our of Musio bloggers and viewers. It’s great to have you with us. First of all it is our privilege to thank you for the interest that you have given us so far. Musio blog will keep you posted every week with exciting news. So don’t forget to check […]

Alternatives to the softmax layer

Table of Contents 1. Alternatives to the softmax layer   softmax 1.1. goal 1.2. motivation 1.3. ingredients 1.4. steps 1.5. outlook 1.6. resources Alternatives to the softmax layer goal This weeks posts deals with some possible alternatives to the softmax layer when calculating probabilities for words over large vocabularies. motivation Natural language tasks as neural machine translation […]

Musio’s emotion classifier

Table of Contents 1. Musio’s emotion classifier   emotion classifier 1.1. goal 1.2. motivation 1.3. ingredients 1.4. steps 1.5. outlook Musio’s emotion classifier goal In today’s summary we take a look at the emotion classifier applied in Musio and layout some details of the data and models we use. motivation Sentiment classification is in general an important task, […]

Touch

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 touching Musio’s Face and heart, you can go through different menus and settings. This makes it easier to setup Musio, update settings and access apps. […]

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 Today’s summary deals with the question of modeling additional information present in natural language and how models could take advantage of this hierarchical syntactic structure. […]

ダースベーダー

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 robot for children”, Of course Musio is also available for adults! Musio, because for the fact that his English can be very natural. You can […]

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 presenting an example classifier for the user utterance how Musio is capable of determining the intent of the user. motivation Since Musio’s interior consists of […]

Musio User Interface

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 we decided to take it one step further and refined it for better usability and simplified it. One of the applications is the settings application. […]