Xiaomi Technology

低比特量化算法实习生

Xiaomi Technology  •  Onsite  •  5 hours ago
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Job Description

低比特量化算法实习生

北京

校招

实习

软件研发类

职位描述

1.负责语⾳模型(ASR、TTS、声码器、语⾳Transformer)INT8/INT4/INT2低⽐特量化、混合精度量化⽅案落地与优化 2.开展语⾳专属QAT量化感知训练,结合蒸馏、微调、正则化修复量化损失,提升音质与识别准确率 3.搭建语音量化评测体系,完成WER/CER/MOS/时延等指标评测,输出最优轻量化⽅案 4.配合端侧部署,完成量化模型推理适配、bug调试、流式语⾳优化 5.跟进语⾳量化前沿技术,沉淀可复⽤训练脚本与⼯具链

职位要求

1、计算机、⼈⼯智能、语⾳信号处理、电⼦信息等相关专业,本科/硕⼠在读 2、熟悉语⾳基础:梅尔谱、MFCC、时频特征,了解ASR/TTS任意⼀个⽅向 3、熟练Python、PyTorch,熟悉深度学习基础 4、了解模型量化、QAT、模型压缩基本概念 5、踏实细⼼,能独⽴做实验、跑评测、迭代调优

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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