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Xiaomi · 北京

# 低比特量化算法实习生

北京 

Listed on Xiaomi ’s official careers site. Posted September 22, 2026. Check that it is still open and apply there.
[Apply on Xiaomi ’s careers site →](https://xiaomi.jobs.f.mioffice.cn/internship/position/7688240747128654116/detail)

[OpenNash Jobs](https://jobs.opennash.com/) / [Xiaomi ](https://jobs.opennash.com/companies/xiaomi/) / 低比特量化算法实习生

## Job description
- 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
- 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
- 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
- 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
- 跟进语⾳量化前沿技术，沉淀可复⽤训练脚本与⼯具链

## Qualifications
- 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

### 熟悉语⾳基础
- 梅尔谱、MFCC、时频特征，了解ASR/TTS任意⼀个⽅向
- 熟练Python、PyTorch，熟悉深度学习基础
- 了解模型量化、QAT、模型压缩基本概念
- 踏实细⼼，能独⽴做实验、跑评测、迭代调优

## At a glance
- Posted by the employer: Sep 22, 2026
- First seen by OpenNash: Oct 19, 2026
- Last checked: Oct 19, 2026
- Listed for: 27 days
- Location: 北京[Apply on Xiaomi ’s careers site →](https://xiaomi.jobs.f.mioffice.cn/internship/position/7688240747128654116/detail)

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Dates come from the employer where stated; “first seen” and “last checked” are our own observations.

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