Innovation > Innovation
SERVICEPLAN GERMANY, Munich / DOT INC. / 2019
Awards:
Overview
Credits
Why is this work relevant for Innovation?
285 million visually impaired people worldwide have limited access to information: Only 3% of all text content is available in braille. Because translation is so complex that it requires input by human experts, which makes it not accessible for individuals and not profitable for publishers. Dot Mini, powered by the Dot Translate, can translate any digital text to braille most accurately on its own. Because the engine is being trained with millions of most accurate human translations.
Integrated in an innovative and highly affordable tactile device, this makes all digital text content accessible for the visually impaired.
Background
While we are all used to having access to almost any content, the situation is different for the 285 million blind and visually impaired people worldwide: Only 3% of all text content is available in braille, because translation is so complex that it requires input by human experts, which makes it not accessible for individuals and not profitable for publishers in most cases. There is no alternative to braille, especially when it comes to education: 90% of people who can’t read braille are unemployed.
Braille translation is highly complex: Grade 2 Braille, the standard for longer text, relies heavily on contractions, which makes it 50% shorter. This inevitably leads to ambiguity, where exact meaning depends on context and up to five consecutive rules to be followed for a single word. So far, even the best existing software requires additional input by human experts. This makes it not accessible for publishers.
Describe the idea
Dot Mini is the first device that can access any digital text content independently.
Because the innovative Dot Translation Engine based on AI applies Machine Learning to understand context and translate at near-human accuracy to Grade 2 Braille, which is on average 50% shorter.
It can It can translate any digital text from a wide range of formats and source – from text to documents, websites and even voice. Dot Mini provides additional audio support, which makes consuming content much faster, effective and enjoyable. All in a device that’s smaller, more lightweight, less power consuming and three times cheaper than conventional devices.
What were the key dates in the development process?
2013
Start Development Core Technology
2014
Company Incorporation
First Patent Granted
2016
Dot Mini Prototype
2017
Dot Translation Engine Development
Dot Mini Closed Beta
2018
First 1000 Dot Mini units being delivered to Kenya and India together with South Korean development agency KOICA
Latest Patent Granted
2019
Dot Mini Launch
Dot Translate Launch
Describe the innovation/technology
Dot Mini combines innovative hardware with innovative software – the Dot Translation Engine:
The 16 Cell Active Braille Display is built with the innovative (70 patents) Dot actuator technology, uniquely based on magnetism, which reduces size, weight, power consumption and price by up to ten times.
Full audio support with speaker, headphones and microphone allows multisensory experiences. Intuitive control elements including directional pad, select, menu and scroll buttons, as well as voice recognition, make interactive applications like text editing, bookmarks and notes, as well as calculation, coding and even games possible.
The Dot Translation Engine enhances rule-based translation with AI: Grade 2 Braille translation comes down to understanding the context of the word and finding the shortest accurate contraction.
For accuracy, Dot Translation Engine relies on a character-based word model based on a sequence to sequence neural network, trained with millions of character sequences from most accurate human translations. Then a beam search algorithm looks at the most promising candidates from the first step and determines the shortest accurate translation. Together, these two methods result in the shortest, most accurate translation in the specific context.
Describe the expectations/outcome
Feedback during rollout of first 1000 units in Kenya and India confirm that Dot Mini is a life-changing device for the visually impaired. 300,000 books are already directly available through partnerships with big content platforms like Rakuten Kobo and Yes24. 50,000 units are pre-ordered for global launch in 2019. The Dot Translation Engine can translate with near-human accuracy, surpassing existing translators and continuously getting better. It has so far translated over 10 million words and is supported by organizations serving millions of visually impaired people worldwide.
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