Artificial intelligence needs to break out, intelligent translation or become an entrance!

The speaker talked on the stage, and the voice on the screen automatically converted into words and translated into a variety of voices in real time... This cool scene, recently spoke at the Wuzhen Internet Conference of Sogou Wang Xiaochuan and the University of Science and Technology The annual conference was held one after another, and Wang Xiaochuan’s machine translation will replace the simultaneous interpretation. For a time, the artificial intelligence product of "machine simultaneous interpretation" quickly became the "net red" in the public's vision. After the AlphaGo, artificial intelligence once again detonated the eye.

Machine translation, do you boast or are you really ventilated?

The so-called human red is not much, and the performance of the simultaneous interpretation of the machine is both stunning and controversial. Those who support it say that this is "black technology" and believe that people will no longer need shorthand and simultaneous interpretation, and even do not need to learn a foreign language; another part has a clear objection, a note for Beijing PKUCATer, a teacher of the Institute of Advanced Translation at the Language University, publicly called the board Wang Xiaochuan after watching the live video, and criticized the machine translation "no one is a translation right", saying that such machine translation is "nonsense" and the accuracy of translation is not satisfactory. And hey. For the performance of the simultaneous interpretation of the machine at the conference of the University of Science and Technology, some people in the industry also revealed that it is limited by its own technical strength, and its advantages are more in the ability of speech recognition, and support for Chinese-English translation and even more languages. The need for further improvement.

For a time, the artificial intelligence that just ignited people's good imagination and won praise has once again become the target of criticism. The voice of criticizing the excessive hype of domestic enterprises has begun to appear. So, is intelligent machine translation really a manufacturer's gimmick or can it be practical?

It is obviously normal for the situation to be controversial. The emergence of any new things must go through a process that is not accepted from the initial acceptance and gradually recognized. Just like when the steam locomotive appeared in the past, it was noisy, energy-intensive, and low-speed. It was not even as fast as a horse-drawn carriage. It also required expensive rail-laying costs at the beginning of construction, which was ridiculed and opposed by many people. However, with the rapid advancement of technical performance, the profound changes and advances in human society, such as human society, economy and culture, have been earth-shaking.

Artificial intelligence ushered in the third wave of deep learning breakthrough into the main cause

Artificial intelligence obviously faces the same situation. If the industrial revolution liberates mankind from physical labor and information technology binds the world closely together, the artificial intelligence known as the third revolution in human history is to liberate mankind from heavy mental labor. come out.

The artificial intelligence that has undergone 60 years of development is currently undergoing a third wave, which is characterized by a new development in the field of neural networks, based on deep neural networks, with big data and cloud computing background as computing platforms, based on mobile Internet sources. Continuously receive various training data in the background, and carry out feature data mining and rapid training through deep learning ability. The "machine simultaneous interpretation" technology mentioned above is actually one of the forms in which artificial intelligence enters the formal use stage.

"Deep learning" refers to a multi-layered artificial neural network and a method of training it. A layer of neural network takes a large number of matrix numbers as input, takes weight by nonlinear activation methods, and produces another data set as output. This is like the working mechanism of the biological nerve brain. Through the appropriate number of matrices, the multi-layered tissues are linked together to form a neural network "brain" for precise and complex processing. This year's world-famous Google artificial intelligence system AlphaGo beat the Korean Go player is the outstanding performance of artificial intelligence deep learning ability.

Light (bu) says (jie) not (di) practice (qi) artificial intelligence is not good AI

Compared with the Go game project of entertainment demand, the translation communication of language is obviously closer to our ordinary people, and it has a wider application scenario and market space. This is also the reason why machine translation can cause public discussion. So, can "machine translation" really replace simultaneous interpretation?

Guan Lei, the CEO of the sound tower technology in the field of artificial intelligence earlier in China, believes that due to the language professionalism and application scenarios of simultaneous interpretation, it is obviously a long way to go completely by replacing the simultaneous interpretation with artificial intelligence technology. .

Compared with the demanding and professionally-accepted simultaneous interpretation, the language communication in daily life is undoubtedly more acceptable for the fault-tolerant rate of translation. The current level of machine translation technology has been able to cope with and satisfy the translation of some languages, which is expected to become the first application market for intelligent translation.

Guan Lei said that in today's China tourism environment, artificial intelligence + translation will be a huge demand set. According to statistics, in 2015, China’s outbound tourism was 120 million person-times and inbound tourism was 133 million person-times. Among them, free travel has become a favorite travel method for tourists. Compared with up to 76% of free travellers in China, only 26% of the travellers are free-running. The two main reasons for this data gap are language and cost. To satisfy the language translation problem of so many people, it is impossible to support by real-life translators, and artificial intelligence translation is an inevitable direction. With the improvement of national living standards and openness, the number of inbound and outbound tourists shows an upward trend every year. If the technology of “artificial intelligence + translation” can be applied to the tourism industry, it will definitely be for tourism (especially for self-help travel). Development plays an accelerating role that cannot be ignored. Correspondingly, in such a huge market demand environment, "artificial intelligence + translation" can also have more room for exertion.

Global interoperability is no longer a dream smart translation machine is expected to usher in a blowout

Intelligent translator function demonstration

Compared with the intelligent translation companies of Baidu, Sogou, Xunfei and other low-level technologies, the sound tower technology pays more attention to the market-oriented application of intelligent translation technology and consumer product development. By integrating the world's top speech recognition and translation technology, the sound tower technology has developed and launched the first handheld intelligent translator in China's main tourism market - translation treasure, which has multi-lingual speech recognition, machine real-time simultaneous interpretation , voice instant synthesis, highly sensitive image recognition and translation functions, and the only one in the country will allow artificial intelligence technology and real human translation to be combined, realizing online translation.

At present, Translation Po can realize real-time translation of Chinese into English, Japanese, Korean and other three mainstream languages. The accuracy rate of Chinese-English translation is over 92%, and the translation accuracy rate of Japan, Hantai, etc. is over 80%. No matter in the number of supported languages ​​and functional applications, it is a leader in a small number of intelligent translation hardware companies in China.

In the future, users only need to carry the translation treasure with them. When they encounter foreigners or go abroad, they will speak Chinese to the translation treasure. The machine will automatically translate into foreign languages, and the foreigners will be automatically translated into Chinese. The two sides can easily communicate... ... This is undoubtedly a great boon for most of the overseas travellers and foreign tourists who are inbound, especially those who have cross-language communication needs. Not only the tourism industry, Guan Lei believes that for the related foreign service industry and education and training industries, translation treasures will have broad application scenarios.

With the rapid development of society, economy, science and technology and global interconnection, it is foreseeable that with the advancement of intelligent voice technology and the continuous development of machine translation, it will become possible for people in various regions of the world to communicate with each other in the future. The global village will really become a reality.

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