Review of the 16th issue of HMS core discovery | play with the new "sound" state of AI with tiger pier

HMS Core stay AI What are the latest technical capabilities in the field ？ In this issue Discovery Live to 《 Together with tiger pier , Get along well with AI new “ The sound ” state 》 The theme of , Invited HMS Core Machine learning services The product manager 、 Senior expert in machine translation and HMS Core My new friend “ Tiger pier ”, Show you the voice language innovation technology of machine learning , Share the macro development trend of machine learning and artificial intelligence . Let's review the highlights of this issue ！

【 Wonderful review 】

1、 Tiktok IP“ Tiger pier escort ” A strong incoming

2、 Simultaneous interpretation is new , Uncover the secrets of the underlying technology

3、AI Translation ability upgrade , Language expansion can be broadcast

【 Expert opinion 】

Nicolas, Huawei 2012 Senior expert in laboratory text machine translation

Machine translation cannot replace human beings for the time being . At present, the translation needs with low demand can rely on machines, but the translation needs with high requirements also need human intervention , Manual work can achieve all-round quality control from point to surface , For example, whether it is authentic or not 、 Whether the language is fluent or not , It can also contribute data and knowledge , Improve the quality of machine translation .

Hardy,HMS Core ML Kit Senior Product Manager

AI It is the broad field of intelligent machines , And machine learning is AI One of the core applications of . It refers to anything that can “ Study ” Computer applications or programs , Without clear human rules . In the future, machine learning technology will pay more attention to emotional experience , To multimode （ voice 、 written words 、 Vision ）、 Multi technology （VR/AR etc. ）、 The direction of multi platform and multi system collaborative situation .

【 Wonderful Q & A 】

Q1： What is? TTS Timbre customization ？TTS What new playing methods will there be when timbre customization collides with tiger pier ？

A： Rely on Huawei's data accumulation and mature algorithms ,TTS Voice customization is supported by speech synthesis technology , Only a small amount of clean recording data is required , You can train the model , obtain High reduction 、 high definition 、 high stability Exclusive sound library , Help improve product features 、 Quickly create personalized brand features .ML Kit New capabilities TTS And IP“ Tiger pier escort ” In cooperation ,TTS Restore the timbre of tiger pier through machine training , The follow-up will gradually Open tiger pier timbre For developers to use , Help developers apply in various personalized scenarios .

Q2： Machine learning services provide translation and simultaneous interpretation capabilities , How to empower App Create new “ The sound ” state ？

A： Text translation ability solves the pain point of poor communication caused by language barrier . For example, call scenarios , After real-time speech recognition , Sure Quickly convert the recognized text into the target language text ; Read the scene , Support The function of the teleprompter translator , Help users quickly see the translation ; Video class App After integrating text translation services , Users can experience smoothly AI Real time subtitle function . Through speech recognition 、 Machine translation 、 The organic integration of the three technologies of speech synthesis , Simultaneous interpretation has low time delay 、 High accuracy Characteristics of , For meetings 、 live broadcast 、 Speech and other high real-time scenes , Support applications to output audio content into target language text in real time , Generate bilingual subtitles , At the same time, the target language text is broadcast in real time , Reduce the cost of understanding , Both quality and efficiency .

Q3： In addition to the above speech and language abilities , Do machine learning services have any new innovative capabilities ？

A： In the field of financial e-commerce , Machine learning services also provide In vivo detection capability . Motion detection in vivo uses techniques such as face key point location and face tracking , Through the form of instruction and action, it can verify whether the user operates by himself . At the bank 、 Securities, loans and other financial fields with high real name system and security requirements , Vivisection detection can be used as an auxiliary verification in the links of user remote registration and password retrieval , Help users identify fraud , Effectively resist attacks , Security of business .

Q4： What is the macro technology development trend of machine learning ？

A： First , Machine learning will be more Focus on emotional experience . The machine will have identification 、 The ability to understand and express emotions , Identify user needs and changes in environmental information , Understand people's emotional intentions , Respond appropriately ; secondly , yes Multimodal development . Deep learning technology is changing from voice 、 written words 、 Vision and other single-mode learning to multi-mode intelligent learning . The future can even smell 、 Gustatory sense 、 Psychology and other signals that are difficult to quantify , Realize the joint analysis of multiple modes , In more scenes 、 More business support human work ; Again , It is the integration of multiple technologies , such as VR/AR And metauniverse . Believe in the future AI Will also present Multi platform and multi system collaboration situational , To achieve broader empowerment , General platform 、 Collaborative combination of industry platforms and end-to-end applications , Realize the function customization and expansion of specific applications by integrating software and hardware .

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