佛经说，芥菜籽必须藏起来，芥菜籽要填满苏米。将世界最高的须弥山藏在一粒小小的油菜籽里，在很小的事情上看到巨大的变化，这一幕无疑充满了禅意。
[En]
The Buddhist sutra says that mustard seeds must be hidden, and mustard seeds should be filled with Sumi. The scene of hiding the tallest Xumi Mountain in the world in a small rapeseed to see great changes in very small things is undoubtedly full of Zen.
正在变得无处不在的人工智能似乎与我们普通人有这样的关系。智能化、数字化加速进入规模化应用阶段，不仅点燃了各行业的创新火花，也与计算产业有着更加深远复杂的纠葛。
[En]
Artificial intelligence, which is becoming ubiquitous, seems to have such a relationship with us ordinary people. Intelligence and digitization accelerate into the stage of large-scale application, which not only ignites the spark of innovation in various industries, but also has a more far-reaching and complex entanglement with the computing industry.
以”昇腾万里，让智能无所不及” 为主题的首届昇腾计算产业峰会，就让许多重点行业伙伴来聊了聊自己都做了什么，未来又打算怎么做。
这些故事，就像芥菜籽一样，让我们得以一窥徐密山这一万物之智。
[En]
These stories, like mustard seeds, give us a glimpse of Xumi Mountain, the intelligence of all things.
第一颗”芥子”：无处不在的语音，
辉映智能交互的世界
无处不在的语音技术是如何与公众紧密相交的？科大讯飞有发言权。
[En]
How does the ubiquitous voice technology intersect closely with the public? IFLYTEK has a say.
在峰会上，iFLYTEK分享了智能语音技术在社交生活中的两大应用：
[En]
At the summit, iFLYTEK shared two major applications of intelligent voice technology in social life:
一是智慧办公。疫情过后，有许多公司依然习惯使用在线办公、机器翻译、智能会议等新技术来进行生产。科大讯飞就将拥有318个AI技术能力的新一代智能语音开放平台，并对细分的领域进行数据的归类，并进行单独建立模型，让场景应用效果更佳。
内部测试发现，基于Atlas相比GPU提升了两倍以上的计算效率，从而满足在线会议、直播等有高并发、低延时、高可靠的计算场景。
另一个应用是安全。随着人脸识别和指纹识别的推广，隐私泄露的风险也开始增加，安全防护也成为算法厂商的重要关注点。
[En]
Another application is security. With the promotion of face recognition and fingerprint recognition, the risk of privacy disclosure has also begun to increase, and security protection has also become an important focus of algorithm manufacturers.
科大讯飞就联合华为Atlas，基于昇腾共同建设了一套完善的语音声纹库管理和应用解决方案。采用业界先进的深度学习模型，以及千万级海量训练样本，能够保证相关语音产品在各种复杂信道、格式、说话风格上都稳定可靠。
目前，该平台已助力人寿保险搭建了线上骗保预警系统，针对保险客服举报场景，利用声纹识别技术进行深度定制和实际应用，防范骗保案件。京东的S智能音箱叮咚2也通过声纹识别，为家中不同用户提供个性化服务。
[En]
At present, this platform has helped life insurance to build an online insurance fraud early warning system, aiming at the insurance customer service reporting scene using voice print recognition technology for in-depth customization and practical application to prevent insurance fraud cases. JD.com ‘s smart speaker Ding Dong 2 also provides personalized service to different users in the family through voiceprint recognition.
在峰会上，科大讯飞深情表示，希望通过与华为及其合作伙伴的产业化，开启人工智能的黄金十年。
[En]
At the summit, iFLYTEK expressed affectionately that it hoped to launch a golden decade of artificial intelligence by industrializing with Huawei and its partners.
由巨大算力支撑的语音交互应用，也正引领我们加速进入智能生活的热带雨林。
[En]
The voice interaction application supported by huge computing power is also leading us to accelerate into the rainforest of intelligent life.
第二颗”芥子”：AI ToB的花式硬件，
开启经济实惠的端到端智能时代
[En]
Open up the cost-effective era of end-to-side intelligence
各种各样的硬件终端是承接算力、触摸智能的载体。但要将不同算法模型转化成行业智能化的养分，让AI在产业当中流动，就需要面临严峻的考验。
腾讯优图实验室对此深有体会。
[En]
Tencent YouTu Lab has a good understanding of this.
腾讯优图的算法模型在B端落地时，适配过程中需要进行重复、大量的部署工作，还可能因为硬件架构多而表现不一。因此，腾讯优图推出了一个统一的推理框架TNN，在底层调用昇腾提供的ACL接口，来支持AI算法跨平台的适配，和更加高效的数据训练。
借助Atlas适配支持的优化方案，腾讯优图将许多应用落地在智慧社区之中。实测数据显示，许多模型在Atlas上的表现相比GPU性能提升了两倍，其他所有功能也都有明显的提升。
目前，这一推理框架也被腾讯优图开源出来，帮助渴望触摸计算机视觉等前沿算法的行业降低引入门槛和训练成本，让产业AI进入性价比时代。
第三颗”芥子”：算力加持的多元算法，
探寻机器学习的技术潜能
在峰会中，招商银行就凭借技术创新，在如何让AI拥有常识、提升深度学习的性能等方面，不断探索出自己的方向。
借助客服云，中国招商银行可以结合智慧政务，与公积金中心合作推出服务云平台，让中国招商银行的客户可以方便快捷地通过智能化手段查询公积金政策，办理公积金业务。享受更便捷的服务舆论云整合了2000家主流网站的新闻信息，去掉了分类量化评级，可以精准识别客户的个性化需求，帮助银行进行风险管控和服务。
[En]
With the help of customer service cloud, China Merchants Bank can combine with intelligent government affairs and cooperate with provident fund center to launch a service cloud platform, so that customers of China Merchants Bank can easily and quickly query provident fund policies and handle provident fund business through intelligent means. enjoy more convenient services The public opinion cloud integrates the news information of 2000 mainstream websites and removes the classification and quantitative rating, which can accurately identify the individual needs of customers and help banks to carry out risk control and services.
企业之间的关系，从而更深入、更准确地评估企业和个人的风险。
[En]
The relationship between enterprises, so as to assess the risks of enterprises and individuals more deeply and accurately.
在传统银行擅长的线下领域，招商银行就借助Atlas落地打造智慧网店，在线下布置了大量摄像头，通过系统分析能力为客户提供实时准确的线下服务，比如精准推荐最近最快捷的网点办理业务。实践证明，这一尝试大幅度地提升了线下客户的满意度，减少了等待时间。
面对私密数据匮乏的问题，中国招商银行率先提出了金融联邦知识图谱的概念，即在业务处理中对收集到的客户信息进行详细挖掘。借助知识图谱技术梳理个人与个人、企业与企业的关系。
[En]
In the face of the problem of lack of private data, China Merchants Bank took the lead in putting forward the concept of financial federal knowledge graph, that is, mining the collected customer information in detail in business processing. with the help of knowledge graph technology to sort out the relationship between individuals and individuals, enterprises and enterprises.
这些技术潜力不仅为大众带来体验优化，也充分放大了合作伙伴的商业价值。
[En]
These technological potentials not only bring experience optimization to the public, but also fully magnify the business value of partners.
在很多数据匮乏、业务特殊的行业场景中，借助算力，借助硬件系统、其他算法、云平台等渠道，依然可以找到一条个性化的爬上智能阶梯的路。
[En]
In many industrial scenarios with lack of data and special business, with the help of computing power, we can still find a personalized way to climb the intelligent ladder with the help of hardware systems, other algorithms, cloud platforms and other channels.
随风飘散的计算”芥子”，
以及无远弗届的智能生活
从今天的成果来看，昇腾践行了自己的诺言，始终坚持硬件开放、软件开源、使能合作伙伴，打造成一个开放产业的代名词，是一个AI价值的发生器。
滕算盘就像那一阵风，把芥菜籽像种子一样撒得到处都是，并在地上生根发芽。
[En]
Teng calculation is like that gust of wind, spreading mustard seeds everywhere like seeds, and taking root and sprouting on the ground.
在这次峰会上，昇腾也加码了人才建设，通过高校合作计划、MindSpore的论文和模型开发的基地计划，开发者成长计划，为行业培育AI专业人才，建立智能产业的长久”造血机制”。
正如华为云计算在中国总裁史耀鸿所强调的，“彭腾计算产业生态有合作伙伴，有最具活力的创业公司和人才培养基地，也有优秀的大学在中国。”然而，要完成彭腾产业生态的建设，还需要数百万开发者的共同努力。“
[En]
As Shi Yaohong, president of Huawei Cloud and Computing in China, stressed, “the ecology of Penteng computing industry has partners, the most dynamic start-up companies and talent training bases, as well as excellent universities in China.” however, to complete the construction of Penteng industrial ecology, we still need millions of developers to work together. “
尽管山长水远，但每一个”芥子”的成长都闪耀着梦想的光辉。
Original: https://blog.csdn.net/R5A81qHe857X8/article/details/108891657
Author: 脑极体
Title: 从三个产业侧影，打开万物智能的应用之匙
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