Xiaomi
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低比特量化算法实习生
BeijingInternshipPosted Sep 22, 2026
Job description
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
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
Description copied from Xiaomi's careers page. Read the full posting before you apply.
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