Xiaomi Technology

语音算法工程师

Xiaomi Technology  •  Onsite  •  5 hours ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

语音算法工程师

北京

校招

实习

算法类

职位描述

  1. 开展回声消除(AEC)算法的研究与开发,具备自适应滤波、线性/非线性回声消除、残余回声抑制等基础,熟悉降噪、语音增强相关知识; 2. 结合声纹/说话人信息,开展目标说话人提取(TSE)算法的研究与开发; 3. 结合声纹/说话人信息,研究 Personalized AEC 方向,在复杂回声与多人干扰场景下保留目标说话人语音; 4. 探索与大模型结合的训练范式(蒸馏、预训练表征、数据生成等),训练面向音箱、手机等资源受限平台的轻量化小模型;

职位要求

  1. 学历背景:计算机、信号处理、电子工程、人工智能等相关专业本科或硕士在读 2. 熟悉深度学习基础,了解常见神经网络结构(如CNN、RNN、Transformer); 3. 具备语音/音频处理基础,了解信号处理经典方法(如AEC、波束成形、时频分析); 4. 掌握Python编程,熟悉至少一种深度学习框架(PyTorch/TensorFlow); 加分项: 1. 有多模态学习、音频分离、计算机视觉相关项目或研究经验; 2. 熟悉音频生成、声源定位、视觉辅助语音分离(如唇动识别)等技术; 3. 发表过相关领域论文或竞赛获奖经历;

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
Social Media