Xiaomi Technology

多模态算法工程师

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

Job Description

多模态算法工程师

北京

校招

实习

算法类

职位描述

  1. 多模态语音分离算法研究与创新 a. 系统调研语音分离、多模态融合领域顶会顶刊最新进展,梳理基于唇语、人脸关键点、说话人表征的多模态语音分离技术路线; b. 复现 3-5 个主流多模态语音分离基线模型(如 Audio-Visual Speech Separation 系列、Lip2Speech 融合方案等),建立统一的训练、评估基准。 c. 座舱场景算法创新与优化:针对车内强背景噪声、多路麦克风阵列、多乘员同时说话、人脸姿态多变等特有挑战,设计适配座舱场景的多模态融合语音分离算法; d. 学术论文产出,整理算法创新成果,撰写符合学术会议 / 期刊规范的研究论文;配合完成实验补充、论文修改与投稿相关工作。 2. 多模态数据收集整理与全链路 Pipeline 搭建,包括开源多模态数据集 Pipeline、视觉特征提取链路 Pipeline、座舱实车数据处理 Pipeline

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