The process of machine translation is mainly a three-step process: pre-processing, core translation, and post-processing.
1. Pretreatment
That is, the input original text is processed, including word segmentation, part-of-speech annotation, grammatical analysis, etc., that is, the text is first decomposed into independent words or phrases, and the parts of speech, grammatical functions and other information of each word or phrase are determined for subsequent translation processing.
2. Core Translation
It involves complex algorithms and models, such as rule-based translation methods, statistics-based translation methods, and neural network-based translation methods, to perform semantic analysis and context inference on the input words or phrases, and generate target language texts, so as to achieve automatic translation.
3. Post-processing
It is to process and optimize the results, usually including polishing and proofreading the translation results, adjusting punctuation, etc., so as to improve the quality and readability of the translation, so that the machine translation results will be more natural, accurate and fluent, and easy to understand and accept by users.
Next, I will recommend a few easy-to-use machine translation software, the operation is very simple!
1. Intelligent Translator: Text Translation
This is an intelligent AI translation software that supports English, Russian, Vietnamese and other multilingual translations, which can meet the needs of a variety of scenarios.
We open the APP, the home page is displayed is the "text translation" function, first switch the source language and the target language, and then paste the text content that needs to be translated, click the "Start Translation" button, and the system will quickly identify the translation!
The translated content is very accurate, the sentences are smooth, in line with normal reading habits, the way of comparison up and down is convenient for us to understand, strengthen the learning of English, and finally save the translated content with the help of the collection and copy buttons.
2. Voice Translator: Voice Translation
A number of services are available, such as document translation, screenshot translation, video translation, simultaneous interpretation, text translation, etc., in addition to AI technology to ensure recognition speed and translation accuracy!
And of course, the best part is its "Voice Translation" feature!
After we enter the software, click the "Microphone" button, or select "More" in the lower right corner, find the "Voice Translation" function in the translation tool, then switch the language, click the flag icon to speak, and the system will automatically recognize and translate into a suitable text!
3. NetEase Youdao Translation: Picture Translation
This is a very good dictionary learning software, which completely includes a variety of authoritative dictionaries and example sentences such as Oxford, Collins, Webster, New Century Japanese and Chinese, Dragon Dynasty and Chinese and Korean, and also provides 42 professional terminology databases to support the translation of professional fields such as medicine, computer, finance and economics.
In the "Image Translation" module, after opening a membership, the software supports uploading 10 images for translation at a time!
We directly click on the "Translation" on the left side of the function bar, select the "Image Translation" function, and then upload the image files in batches, determine the source language and target language, and then you can see the recognition results and translation results, which are quite accurate, and finally you can export the translation image for saving.
4. Deepl Translator: Document Translation
There are many recommendations in the comment area of this software, known as "the most accurate translation software in the world", supporting 29 translation languages, using neural networks and AI innovative technology, with a lot of terms and vocabulary, suitable for translation in professional fields, really great~
The "Document Translation" module is used more by everyone, directly select this function, upload Word, PDF, PPT format documents from the computer, and then switch the translation language, click the center button, wait for a period of time, and you can get the translated file.
I have to say,Its translation accuracy is very high,Professional terms can be understood in place!It's just that after all, it's an extranet software,When accessing with the national network,The speed will be relatively slow,And the free version has a word limit every month,More than 500,000 have to pay for a subscription to use。
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