Xiaomi Technology

音频算法工程师-实习

Xiaomi Technology  •  Onsite  •  15 days ago
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Job Description

音频算法工程师-实习北京校招实习软件研发类职位描述1. 参与音乐生成模型开发: 协助设计、训练和评估基于深度学习(如Transformer, Diffusion Model)的音乐生成模型。
2. 数据处理与分析: 负责音乐数据集的收集、清洗与预处理,并对生成结果进行分析和优化。
3. 原型与工具开发: 参与音乐生成相关功能模块或小型工具的原型实现和代码维护。
4. 前沿技术探索: 学习并复现音乐AI领域最新论文和技术,并尝试在项目中应用。职位要求1. 计算机、AI、电子工程、音乐科技等相关专业高年级本科生或研究生。每周至少实习3天,持续3个月以上。
2. 编程能力: 熟练Python,扎实的算法与数据结构功底,熟悉至少一种深度学习框架(PyTorch优先)。
3. 深度学习理论与实践:
深入理解Transformer架构及其变体。
熟悉Diffusion Model原理,有DiT等模型实践经验者优先。
对LLM在多模态或序列生成中的应用有基本认识。
能够独立复现SOTA模型。
4. 数学基础: 扎实的线性代数、概率论与数理统计功底。
5. 加分项:
有音乐生成、音频处理、多模态AI相关项目经验或论文发表。
熟悉音乐理论,有音乐创作或制作背景。
GitHub上有高质量代码或项目。
6. 基本素质: 对音乐AI有极高热情,具备强大的学习能力、独立解决问题能力和团队协作精神。 投递
Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
Website
mi.com
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