HMS Core Machine Learning Service, Efficiently Helps Cross-Language Communication

On May 24, the HUAWEI Developer Day (HDD for short) online salon and innovative development special event was successfully held. The product manager of HMS Core Machine Learning Service (ML Kit) explained the technical advantages, usage scenarios and access guidance of machine translation for developers in detail at the meeting. ML Kit will help developers develop translation applications faster and better, and help users easily overcome language barriers.

In recent years, artificial intelligence technology represented by machine learning has been rapidly integrated into production and life scenarios, promoting technology to better serve people. As one of the key technologies of artificial intelligence, machine translation has attracted more and more attention. With the acceleration of domestic enterprises and applications going overseas, machine translation, as the ability to effectively enhance globalized information, is used to develop overseas markets, improve customer experience, gain overseas insights, and support company strategies through the translation of text, pictures, voice, and documents. All scenarios will empower enterprises.

Rich application scenarios, icing on the cake for user experience

The text translation capability of ML Kit is an automatic translation service based on cutting-edge technologies such as machine learning, big data, natural language and cloud computing. It provides a variety of usage scenarios and solves the problem of poor communication between users due to language barriers. pain points. For example, when speaking Chinese in a call scenario, after real-time speech recognition , the text translation capability can quickly convert the recognized text into the target language text; in reading scenarios, it supports the prompt translator function to help users quickly see the translated text; video apps integrate text After the translation service, users can experience the AI real-time subtitle function. The service can also be applied to camera AR videos to translate captured text into multiple languages in real time.

With the advantages of the HMS Core platform and Huawei's AI technology, ML Kit's text translation capabilities have obvious advantages in commonly used languages and vertical domains, especially in news, travel, technology, subtitles and other fields or scenarios. After model reconstruction and optimization, ML Kit's translation will be more accurate and natural.

Chinese literal translation system to help domestic enterprises go overseas

Unlike most of the current translation systems that use English as the hub, ML Kit is actively building a translation system for Chinese literal translation. Through years of corpus accumulation, the text translation ability has integrated a large number of professional terms, slang words, Internet hot words, etc. At the same time, the course learning technology is used to enhance the translation effect of the vertical domain, and the Chinese parallel corpus is constructed after being reviewed by language experts, creating the difference of ML Kit Improve competitiveness and better serve Chinese users going overseas and overseas CPs entering the Chinese market.

In addition, the ML Kit text translation service is based on the bolt deep learning acceleration library launched by Huawei Noah's Ark Lab. By adapting the custom operator of the original Transformer decoding layer, the quantitative tailoring of the model is realized and the model's performance is improved. Inference speed.

Simultaneous interpretation will be launched soon to ensure real-time communication

In the face of conferences and live broadcast scenarios with diverse fields, complex requirements and high real-time performance, traditional text translation cannot meet the high real-time requirements of simultaneous interpretation. Based on this, ML Kit will soon launch a comprehensive and efficient machine simultaneous interpretation solution.

In fact, simultaneous interpretation is to translate audio into different languages in real time by converging the capabilities of speech recognition, translation, and speech synthesis in ML Kit, and output audio content in multiple languages, thus balancing delay and accuracy. Effective communication in multiple languages at low cost. Developers can continue to pay attention to the official website of Huawei Developer Alliance > HMS Core Machine Learning Service, and experience the effect of simultaneous interpretation after it goes online.

Developers can quickly use AI capabilities through the ML Kit SDK without complex code. At the same time, developers can train according to actual application needs and generate customized AI models to fully meet innovative applications in various fields. With the advancement of artificial intelligence and deep learning technology, the translation function of HMS Core ML Kit will be more powerful in the future.

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