Xiaomi Technology

音乐生成高级算法工程师

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

音乐生成高级算法工程师北京社招全职职位 ID:A105118职位描述1. 算法研发:
- 设计并优化基于深度学习(如Transformer、Diffusion、GAN、VAE等)的音乐生成模型,涵盖旋律、和声、节奏、音色等多维度生成任务。
- 探索多模态音乐生成(如文本/图像/视频驱动音乐创作、哼唱转谱等)。
- 研究音乐符号(MIDI/乐谱)与音频(波形/频谱)的联合建模技术。
2. 工程落地:
- 将算法部署到生产环境,优化推理效率(模型压缩、蒸馏、边缘端适配)。
- 构建高质量音乐数据集,设计数据清洗、标注与评估流程。
3. 跨领域协作:
- 与音乐制作人合作调试生成结果的艺术性,平衡“可控性”与“创造性”。
- 参与产品需求定义,将技术转化为用户可感知的音乐创作工具。职位要求- 计算机科学、人工智能、信号处理、音乐技术等相关专业本科及以上学历。
- 熟悉Pytorch等深度学习框架,具备4年以上序列建模或多模态生成经验。
- 熟悉音乐理论(和声/调式/节奏)或具备数字音频处理(DSP)基础,能解读乐谱/MIDI。
- 主导过1个以上音乐AI项目(如旋律生成、歌声合成、风格迁移等)的完整生命周期。
加分项:
- 发表过ICLR/NeurIPS/ISMIR等顶会论文,或拥有音乐生成相关专利。
- 精通音频信号处理(STFT、CQT、声码器如HiFi-GAN、NSF)。
- 熟悉音乐制作工具(Ableton Live、Logic Pro)或DAW插件开发(VST/AU)。
- 参与过开源音乐AI项目(如Magenta、Jukebox、MusicLM)。 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
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