Mobile translation is any electronic device or
software application
Application software is any computer program that is intended for end-user use not computer operator, operating, system administration, administering or computer programming, programming the computer. An application (app, application program, sof ...
that provides audio
translation
Translation is the communication of the semantics, meaning of a #Source and target languages, source-language text by means of an Dynamic and formal equivalence, equivalent #Source and target languages, target-language text. The English la ...
. The concept includes any handheld electronic device that is specifically designed for audio translation. It also includes any
machine translation
Machine translation is use of computational techniques to translate text or speech from one language to another, including the contextual, idiomatic and pragmatic nuances of both languages.
Early approaches were mostly rule-based or statisti ...
service or
software application
Application software is any computer program that is intended for end-user use not computer operator, operating, system administration, administering or computer programming, programming the computer. An application (app, application program, sof ...
for hand-held devices, including
mobile telephones,
Pocket PC
A Pocket PC (P/PC, PPC) is a class of personal digital assistant (PDA) that runs the Windows Mobile operating system, which is based on Windows Embedded Compact, Windows CE/Windows Embedded Compact, and that has some of the abilities of modern ...
s, and
PDAs. Mobile translation provides hand-held device users with the advantage of instantaneous and non-mediated translation from one human language to another, usually against a service fee that is, nevertheless, significantly smaller than a human translator charges.
Mobile translation is part of the new range of services offered to
mobile communication users, including location positioning (
GPS
service),
e-wallet (mobile banking), business card/bar-code/text
scanning etc.
It relies on computer programming in the sphere of computational linguistics and the device's
communication means (Internet connection or
SMS
Short Message Service, commonly abbreviated as SMS, is a text messaging service component of most telephone, Internet and mobile device systems. It uses standardized communication protocols that let mobile phones exchange short text messages, t ...
) to work.
History
A translation system allowing the
Japanese to exchange conversations with foreign nationals through
mobile phone
A mobile phone or cell phone is a portable telephone that allows users to make and receive calls over a radio frequency link while moving within a designated telephone service area, unlike fixed-location phones ( landline phones). This rad ...
s was first developed in 1999 by the Advanced Telecommunications Research Institute International-Interpreting Telecommunications Research Laboratories, based in
Kansai Science City
is an unincorporated city located in the , a border region between Kyoto, Osaka, and Nara Prefectures in Kansai region, Japan. The name is commonly shortened to or . The name Keihanna is constructed by extracting a representative kanji from Kyot ...
,
Japan
Japan is an island country in East Asia. Located in the Pacific Ocean off the northeast coast of the Asia, Asian mainland, it is bordered on the west by the Sea of Japan and extends from the Sea of Okhotsk in the north to the East China Sea ...
. Words spoken into the mobile device are translated into the target language and then sent as voice to the other user's mobile phone
Machine translation software for handheld devices featuring translation capabilities for user-input text, SMS and email, was commercially released in 2004 by Transclick and a patent was issued to Transclick for SMS, email and IM translation in 2006.
In November 2005, another Japanese company,
NEC Corporation
is a Japanese multinational information technology and electronics corporation, headquartered at the NEC Supertower in Minato, Tokyo, Japan. It provides IT and network solutions, including cloud computing, artificial intelligence (AI), Inter ...
, announced the development of a translation system that could be loaded in mobile phones. This mobile translation system could recognize 50,000 Japanese words and 30,000 English words, and could be used for simple translations when travelling. However, it was not until January 2009 that NEC Corporation officially demonstrated their product.
Technological advances within the miniaturization of computing and communication devices have made possible the usage of mobile telephones in language learning. Among the early projects were the Spanish study programs which included vocabulary practice, quizzes, and word and phrase translations. Soon after, projects were developed using mobile phones to teach English at a Japanese university. By 2005, they shifted their focus to providing vocabulary instruction by SMS. A similar program was created for learning Italian in Australia. Vocabulary phrases, quizzes, and short sentences were sent via SMS.
Current technology
Google Translate
Google Translate is a multilingualism, multilingual neural machine translation, neural machine translation service developed by Google to translation, translate text, documents and websites from one language into another. It offers a web applic ...
is one of the most highly-utilized translation services. See also
Infoscope, which is a handheld device composed of a digital camera and wireless internet access, developed at
IBM
International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American Multinational corporation, multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is ...
's
Almaden Research Center.
The Ili is a handheld device that can provide instantaneous audio translation from one language to another; it only provides translation from English into Japanese or Chinese.
One2One is a prototype that does not rely on Internet connectivity in order to function. It can provide audio translation in eight languages
Pixel Buds is a device produced by Google which can provide real-time audio translation in over 40 languages.
Technical functions
In order to support the machine translation service, a mobile device needs to be able to communicate with external computers (servers) that receive the user-input text/speech, translate it and send it back to the user. This is usually done via an Internet connection (
WAP,
GPRS
General Packet Radio Service (GPRS), also called 2.5G, is a mobile data standard on the 2G cellular communication network's Global System for Mobile Communications, global system for mobile communications (GSM). Networks and mobile devices wit ...
,
EDGE
Edge or EDGE may refer to:
Technology Computing
* Edge computing, a network load-balancing system
* Edge device, an entry point to a computer network
* Adobe Edge, a graphical development application
* Microsoft Edge, a web browser developed by ...
,
UMTS
The Universal Mobile Telecommunications System (UMTS) is a 3G mobile cellular system for networks based on the GSM standard. UMTS uses Wideband Code Division Multiple Access, wideband code-division multiple access (W-CDMA) radio access technolog ...
,
Wi-Fi
Wi-Fi () is a family of wireless network protocols based on the IEEE 802.11 family of standards, which are commonly used for Wireless LAN, local area networking of devices and Internet access, allowing nearby digital devices to exchange data by ...
) but some earlier applications used SMS to communicate with the translation server.
Mobile translation is not to be confused for the user-editable (talking) dictionaries and phrase books that are already widespread and available for many hand-held devices and do not normally require internet connectivity on the mobile device.
Features
Mobile translation may include a number of useful features, auxiliary to text translation which forms the basis of the service. While the user can input text using the device keyboard, they can also use pre-existing text in the form of email or SMS messages received on the user's device (email/SMS translation). It is also possible to send a translated message, optionally containing the source text as well as the translation.
Some mobile translation applications also offer additional services that further facilitate the translated communication process, such as:
* speech generation (
speech synthesis
Speech synthesis is the artificial production of human speech. A computer system used for this purpose is called a speech synthesizer, and can be implemented in software or hardware products. A text-to-speech (TTS) system converts normal langua ...
), where the (translated) text
may be transformed into human speech (by a computer that renders the
voice of a native speaker of the target language);
*
speech recognition
Speech recognition is an interdisciplinary subfield of computer science and computational linguistics that develops methodologies and technologies that enable the recognition and translation of spoken language into text by computers. It is also ...
, where the user may talk to the device which
will record the speech and send it to the translation server to convert
into text before translating it;
*
image translation, where the user can take a picture (using the
device camera) of some printed text (a road sign, a restaurant menu, a
page of a book etc.), have the application send it to the translation
server which will apply
Optical Character Recognition
Optical character recognition or optical character reader (OCR) is the electronics, electronic or machine, mechanical conversion of images of typed, handwritten or printed text into machine-encoded text, whether from a scanned document, a photo ...
(OCR)
technology, extract the text, return it to the user for editing (if
necessary) and then translate it into the chosen language.
* voice interpreting, where the user can select the required language
combination and then get connected automatically to a live interpreter.
Supported languages
Recently, there has been a notable increase of the number of language
pairs offered for automatic translation on mobile devices. While
Japanese service providers traditionally offer cross-translation for
Japanese, Chinese, English and Korean, others may offer translation from and into over 20 languages, or over 200 language pairs, including most Latin languages.
Speech generation is, however, limited to a smaller portion of the above, including English, Spanish, Italian, French, Chinese etc. Image translation depends on the OCR languages available.
Technological benefits and constraints
Advantages
Having portable real-time automated translation at one's disposal has a
number of practical uses and advantages.
* Mobilizing Human Translation: human translators can use mobile translation tools to translate wherever and whenever. Human translators no longer have to work with desktop translation software.
* Travelling: Real time mobile translation can help people travelling to a foreign country to make themselves understood or understand others.
*
Business networking
Business networking is the practice of building relationships with individuals and businesses for professional purposes. It involves the strategic exchange of information and resources to create connections that can be mutually beneficial. Busine ...
: Conducting discussions with (potential) foreign customers using mobile translation saves time and finances, and is instantaneous. Real time mobile translation is a much lower cost alternative to multilingual call centres using human translators. Networking within multinational teams may also be greatly facilitated using the service.
* Globalization of
Social Networking
A social network is a social structure consisting of a set of social actors (such as individuals or organizations), networks of Dyad (sociology), dyadic ties, and other Social relation, social interactions between actors. The social network per ...
: Mobile translation allows chatting and text messaging with friends at an international level. New friends and associates could be made by overcoming the language barrier.
* Learning a foreign language: Learning a foreign language can be made easier and less expensive using a mobile device equipped with real time machine translation. Statistics reveal that most college students own mobile phones and find that learning a foreign language via mobile phone proves to be cheaper than on a
PC. Furthermore, the portability of mobile phones makes it convenient for the foreign language learners to study outside the classroom in any place and in their own time.
Challenges and disadvantages
Advances of mobile technology and of the machine translation services have helped reduce or even eliminate some of the disadvantages of mobile translation such as the reduced screen size of the mobile device and the one-finger keyboarding. Many new hand-held devices come equipped with a QWERTY keyboard and/or a touch-sensitive screen, as well as
handwriting recognition
Handwriting recognition (HWR), also known as handwritten text recognition (HTR), is the ability of a computer to receive and interpret intelligible handwriting, handwritten input from sources such as paper documents, photographs, touch-screens ...
which significantly increases typing speed. After 2006, most new
mobile phones and
devices began featuring large screens with greater resolutions of 640 x 480 px, 854 x 480 px, or even 1024 x 480 px, which gives the user enough visible space to read/write large texts.
However, the most important challenge facing the mobile translation industry is the linguistic and communicative quality of the translations. Although some providers claim to have achieved an accuracy as high as 96%, boasting proprietary technology that is capable of “understanding” idioms and slang language, machine translation is still distinctly of lower quality than human translation and should be used with care if the matters translated require correctness.
One method that has been utilized to mitigate the lack of accuracy in mobile translation, is
ontology learning combined with
terminology extraction
Terminology extraction (also known as term extraction, glossary extraction, term recognition, or terminology mining) is a subtask of information extraction. The goal of terminology extraction is to automatically extract relevant terms from a gi ...
to identify frequently-used phrases, semantic interpretation to determine the correct context and meaning of a given phrase, and implementation of a data structure to store the nuances found in the prior multi-meaning terms and phrases. This combination of basic translation structures in conjunction with machine learning algorithms is what makes this multi-phase method so accurate, and also gives it the ability to progressively become more accurate.
The caveat is that this method is extremely difficult to automate; implementing this structure in a user-friendly fashion remains a major challenge facing translation app developers.
A disadvantage that needs mentioning is the requirement for a stable Internet connection on the user's mobile device. Since the SMS method of communicating with the translation server has proved less efficient that sending packets of data – because of the message length limit (160 characters) and the higher cost of SMS as compared with Internet traffic charges – Internet connectivity on mobile devices is a must, while coverage in some non-urban areas is still unstable.
See also
General concepts
*
Machine translation
Machine translation is use of computational techniques to translate text or speech from one language to another, including the contextual, idiomatic and pragmatic nuances of both languages.
Early approaches were mostly rule-based or statisti ...
*
Comparison of machine translation applications
Machine translation is an algorithm which attempts to translate text or speech from one natural language to another.
General information
Basic general information for popular machine translation applications.
Languages features comparison ...
*
Statistical machine translation
Statistical machine translation (SMT) is a machine translation approach where translations are generated on the basis of statistical models whose parameters are derived from the analysis of bilingual text corpora. The statistical approach contra ...
*
Artificial intelligence
Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
*
History of machine translation
*
Human language technology
*
List of emerging technologies
This is a list of emerging technologies, which are emerging technologies, in-development technical innovations that have significant potential in their applications. The criteria for this list is that the technology must:
# Exist in some way; ...
*
Universal translator
Specific translating concepts
*
Controlled natural language
Controlled natural languages (CNLs) are subsets of natural languages that are obtained by restricting the grammar and vocabulary in order to reduce or eliminate ambiguity and complexity. Traditionally, controlled languages fall into two major types ...
*
Fuzzy matching
*
Postediting
Post-editing (or postediting) is the process whereby humans amend machine-generated translation to achieve an acceptable final product. A person who post-edits is called a post-editor. The concept of post-editing is linked to that of pre-editing ...
*
Humour in translation ("howlers")
*
Language barrier
A language barrier is a figurative phrase used primarily to refer to linguistic barriers to communication, i.e. the difficulties in communication experienced by people or groups originally speaking different languages (or different dialects in ...
*
Pseudo-translation
*
Round-trip translation
Round-trip translation (RTT), also known as back-and-forth translation, recursive translation and bi-directional translation, is the process of translating a word, phrase or text into another language (forward translation), then translating the r ...
*
Translation
Translation is the communication of the semantics, meaning of a #Source and target languages, source-language text by means of an Dynamic and formal equivalence, equivalent #Source and target languages, target-language text. The English la ...
*
Translation memory
A translation memory (TM) is a database that stores "segments", which can be sentences, paragraphs or sentence-like units (headings, titles or elements in a list) that have previously been translated, in order to aid human translators. The trans ...
Specific computing concepts
*
Cache language model A cache language model is a type of statistical language model. These occur in the natural language processing subfield of computer science and assign probabilities to given sequences of words by means of a probability distribution. Statistical lang ...
*
Computational linguistics
Computational linguistics is an interdisciplinary field concerned with the computational modelling of natural language, as well as the study of appropriate computational approaches to linguistic questions. In general, computational linguistics ...
*
Universal Networking Language
*
Computer-assisted translation
Computer-aided translation (CAT), also referred to as computer-assisted translation or computer-aided human translation (CAHT), is the use of software, also known as a translator, to assist a human translator in the translation process. The tr ...
and
Translation memory
A translation memory (TM) is a database that stores "segments", which can be sentences, paragraphs or sentence-like units (headings, titles or elements in a list) that have previously been translated, in order to aid human translators. The trans ...
*
Foreign language writing aid
A foreign language writing aid is a computer program or any other instrument that assists a non-native language user (also referred to as a foreign language learner) in writing decently in their target language. Assistive operations can be classifi ...
*
List of research laboratories for machine translation
*
Neural machine translation
Neural machine translation (NMT) is an approach to machine translation that uses an artificial neural network to predict the likelihood of a sequence of words, typically modeling entire sentences in a single integrated model.
It is the dominant a ...
Specific devices and software
*
Phraselator
The Phraselator is a weatherproof handheld language translation device developed by Applied Data Systems and VoxTec, a former division of the military contractor Marine Acoustics, located in Annapolis, Maryland, USA. It was designed to serve as a h ...
*
ULTRA (machine translation system)
References
Further reading
;Overview of current technology
Pixel Buds translates voice, but it's not the first:The headphones announced along with Google's Pixel 2 phone promise nearly-seamless futuristic voice translation. We've been promised this before By Ian Sherr, October 4, 2017
{{DEFAULTSORT:Mobile Translation
Applications of artificial intelligence
Computational linguistics
Machine translation
Tasks of natural language processing
Mobile telecommunications