Xiaomi Technology

MiMo算法研究员-音频&语音

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

MiMo算法研究员-音频&语音北京社招全职职位 ID:A32353职位描述我们在做什么?我们在通过探索 scaling 语音预训练和后训练,来让模型涌现出真正的语音超级智能。
1. Data
- 海量语音数据处理:建设超大规模真实语音数据发掘、采集、预处理与清洗的流水线
- 高质量语音数据处理:搭建在海量真实语音中对高质量数据进行定义、召回、标注的流水线
2. Backbone & Infra
- 语音原生架构:探索随着语音数据 scaling 收益上限最高的建模架构,不限于离散或者连续建模
- 高效训推框架:适配最契合语音模型架构的训练和推理框架,兼顾性能和效率
3. Pretrain & Post-train
- 定义语音生成式预训练:围绕可泛化的语音预训练模型展开前沿探索性研究,坚定 scaling 路线
- 强化学习后训练:为语音预训练模型的强大能力提供语音对话的交互方式,激发预训练潜力
4. Evaluation & Product
- 全面评估框架:定义和构建从预训练到后训练的评估方式
- 创新产品:搭建最适配模型能力的创新型产品职位要求我们在寻找怎样的你?
- 共同信仰 — 相信语音端到端路线,相信语音 scaling 的巨大潜力,期待构建真正的语音超级智能。
- 期待打破边界和突破上限 — 对"还没有标准答案"的问题充满兴趣,愿意去做难而正确的事情,不怕打破常规,不怕不确定性,也不满足于在已有框架内做局部优化。
- 主动思考和深入思考的能力 — 能够自驱发现问题、提出假设、设计实验并复盘迭代;习惯把问题从"差不多能用"想清楚到"本质机制是什么",敢于质疑默认设定和隐含前提。
- 产品思维和用户思维 — 能够从具体使用场景出发思考能力边界、数据策略和评估方式。
- 团队协作精神和沟通能力 — 乐于和研究、工程、产品等多角色对齐,能够清晰表达想法、约束和 trade-off,愿意在 code review、实验设计、产品方案中彼此碰撞、共同打磨。
- 工程能力 — 具备扎实的编码能力(如 Python / C++ 等),有良好的代码结构和工程习惯;对大规模模型训练、推理部署或数据流水线工程化有经验者优先,有分布式训练、性能优化或在线服务经验更佳。 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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