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Mobile translation is any electronic device or
software application Software is a set of computer programs and associated documentation and data. This is in contrast to hardware, from which the system is built and which actually performs the work. At the lowest programming level, executable code consists ...
that provides audio
translation Translation is the communication of the Meaning (linguistic), 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 ...
. The concept includes any handheld electronic device that is specifically designed for audio translation. It also includes any
machine translation Machine translation, sometimes referred to by the abbreviation MT (not to be confused with computer-aided translation, machine-aided human translation or interactive translation), is a sub-field of computational linguistics that investigates th ...
service or
software application Software is a set of computer programs and associated documentation and data. This is in contrast to hardware, from which the system is built and which actually performs the work. At the lowest programming level, executable code consists ...
for hand-held devices, including
mobile telephones A mobile phone, cellular phone, cell phone, cellphone, handphone, hand phone or pocket phone, sometimes shortened to simply mobile, cell, or just phone, is a portable telephone that can make and receive calls over a radio frequency link whil ...
,
Pocket PC A Pocket PC (P/PC, PPC) is a class of personal digital assistant (PDA) that runs the Windows Mobile or Windows Embedded Compact operating system that has some of the abilities of modern desktop PCs. The name was introduced by Microsoft in 20 ...
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 The Global Positioning System (GPS), originally Navstar GPS, is a satellite-based radionavigation system owned by the United States government and operated by the United States Space Force. It is one of the global navigation satellite sy ...
service),
e-wallet A digital wallet, also known as an e-wallet, is an electronic device, online service, or software program that allows one party to make electronic transactions with another party bartering digital currency units for goods and services. This c ...
(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/Messaging 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 devices exchange short text ...
) to work.


History

A translation system allowing the
Japanese Japanese may refer to: * Something from or related to Japan, an island country in East Asia * Japanese language, spoken mainly in Japan * Japanese people, the ethnic group that identifies with Japan through ancestry or culture ** Japanese diaspor ...
to exchange conversations with foreign nationals through
mobile phone A mobile phone, cellular phone, cell phone, cellphone, handphone, hand phone or pocket phone, sometimes shortened to simply mobile, cell, or just phone, is a portable telephone that can make and receive calls over a radio frequency link whil ...
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 ( ja, 日本, or , and formally , ''Nihonkoku'') is an island country in East Asia. It is situated in the northwest Pacific Ocean, and is bordered on the west by the Sea of Japan, while extending from the Sea of Okhotsk in the north ...
. 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 in Minato, Tokyo. The company was known as the Nippon Electric Company, Limited, before rebranding in 1983 as NEC. It provides IT and network soluti ...
, 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 multilingual neural machine translation service developed by Google to translate text, documents and websites from one language into another. It offers a website interface, a mobile app for Android and iOS, and an API t ...
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's
Almaden Research Center IBM Research is the research and development division for IBM, an American multinational information technology company headquartered in Armonk, New York, with operations in over 170 countries. IBM Research is the largest industrial research org ...
. 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 WAP or Wap may refer to: Music * "WAP" (song), a 2020 song by Cardi B featuring Megan Thee Stallion Organizations * Weatherization Assistance Program, for US energy costs * Western Australia Party, a political party founded in 2016 * Western ...
,
GPRS General Packet Radio Service (GPRS) is a packet oriented mobile data standard on the 2G and 3G cellular communication network's global system for mobile communications (GSM). GPRS was established by European Telecommunications Standards Ins ...
,
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 third generation mobile cellular system for networks based on the GSM standard. Developed and maintained by the 3GPP (3rd Generation Partnership Project), UMTS is a component of the Int ...
,
Wi-Fi Wi-Fi () is a family of wireless network Communication protocol, 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 d ...
) 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 languag ...
), 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 with the mai ...
, 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 electronic or mechanical conversion of images of typed, handwritten or printed text into machine-encoded text, whether from a scanned document, a photo of a document, a sc ...
(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: 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 made up of a set of social actors (such as individuals or organizations), sets of dyadic ties, and other social interactions between actors. The social network perspective provides a set of methods for an ...
: 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 handwritten input from sources such as paper documents, photographs, touch-screens and other dev ...
which significantly increases typing speed. After 2006, most new mobile
phone A telephone is a telecommunications device that permits two or more users to conduct a conversation when they are too far apart to be easily heard directly. A telephone converts sound, typically and most efficiently the human voice, into ele ...
s 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 Ontology learning (ontology extraction, ontology generation, or ontology acquisition) is the automatic or semi-automatic creation of ontologies, including extracting the corresponding domain's terms and the relationships between the concepts that ...
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 give ...
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, sometimes referred to by the abbreviation MT (not to be confused with computer-aided translation, machine-aided human translation or interactive translation), is a sub-field of computational linguistics that investigates th ...
*
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 paradigm where translations are generated on the basis of statistical models whose parameters are derived from the analysis of bilingual text corpora. The statistical approach contrast ...
*
Artificial intelligence Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech re ...
*
History of machine translation Machine translation is a sub-field of computational linguistics that investigates the use of software to translate text or speech from one natural language to another. In the 1950s, machine translation became a reality in research, although refe ...
*
Human language technology Language technology, often called human language technology (HLT), studies methods of how computer programs or electronic devices can analyze, produce, modify or respond to human texts and speech. Working with language technology often requires broa ...
*
List of emerging technologies This is a list of emerging technologies, in-development technical innovations with significant potential in their applications. The criteria for this list is that the technology must: # Exist in some way; purely hypothetical technologies can ...
*
Universal translator A universal translator is a device common to many science fiction works, especially on television. First described in Murray Leinster's 1945 novella " First Contact", the translator's purpose is to offer an instant translation of any language. A ...


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 Record linkage (also known as data matching, data linkage, entity resolution, and many other terms) is the task of finding records in a data set that refer to the same entity across different data sources (e.g., data files, books, websites, and da ...
*
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 even dialects in some ...
* Pseudo-translation * Round-trip translation *
Translation Translation is the communication of the Meaning (linguistic), 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 ...
*
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 translati ...


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 l ...
*
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 d ...
*
Universal Networking Language {{Advert, date=April 2021 Universal Networking Language (UNL) is a declarative formal language specifically designed to represent semantic data extracted from natural language texts. It can be used as a pivot language in interlingual machine transl ...
*
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 to assist a human translator in the translation process. The translation is created by a huma ...
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 translati ...
*
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 classifie ...
* 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. Properties They requi ...


Specific devices and software


Best language translation devices
* Phraselator * 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