OPPO语音算法工程师
校招全职AI/算法类地点：北京状态：招聘
任职要求
职位要求: 1.计算机、模式识别、数学、信号与信息处理、语音信号处理、人工智能，机器学习等相关专业背景 2.熟练掌握TensorFlow、PyTorch等深度学习框架 3.具有良好的编程能力，至少熟悉 Java，C/C++，Python中的一门或者多门语言，熟悉 Linux 系统 4.有语音识别/合成方向/音频分析等技术的研究经历者优先 5.具备良好的英文专业文献阅读能力 6.在学术会议或期刊发表过语音技术相关论文者优先 7.实习生必须具备全日制在校学生身份，可全日制实习3个月及以上，高年级硕士或博士优先
工作职责
1. 参与大模型端到端的语音技术研发。 2. 参与语音技术前沿问题的探索与研究，结合实际应用场景，实现可落地语音技术解决方案。
包括英文材料
模式识别+
https://www.mathworks.com/discovery/pattern-recognition.html
Pattern recognition is the process of classifying input data into objects, classes, or categories using computer algorithms based on key features or regularities.
https://www.microsoft.com/en-us/research/wp-content/uploads/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf
Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具，在灵活性、可读性和性能上都具备相当的优势，近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文，免费，零起点，完整示例，基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
语音识别+
https://www.youtube.com/watch?v=mYUyaKmvu6Y
Learn how to implement speech recognition in Python by building five projects.
https://www.youtube.com/watch?v=sR6_bZ6VkAg
How Rev.com harnesses human-in-the-loop and deep learning to build the world's best English speech recognition engine
相关职位
社招
岗位职责 1. 负责语音合成、语音克隆、双工语音通话等语音生成相关技术的数据和模型开发，并协助业务落地； 2. 负责持续跟进业界前沿算法发展方向，支持公司在核心技术上的影响力发展。
更新于 2024-12-09
校招研发类
1、负责参与语音算法能力构建，包括不限于语音识别、声学模型、语言模型、热词技术、语音合成、音频鉴伪等； 2、负责语音领域算法压缩量化、推理加速、小型化部署； 3、跟踪语音算法领域的前沿技术规划，参与核心算法与系统方案在业务的落地。
更新于 2025-08-08
社招3年以上
1、负责基于传统/AI方案的AEC、语音降噪、阵列算法等音频信号处理算法的研发； 2、负责算法在具体业务场景、项目上的验证、优化和落地工作， 将其部署于端侧平台； 3、跟进行业技术趋势和行业动态，研究新兴技术，保持团队技术领先性。
更新于 2024-10-08
校招AI 算法类
1. 负责语音识别理解和语音生成算法、建模方案研究，推动应用落地。 2. 侧重于研发超写实语音合成、情感可控语音合成、零资源语音克隆（zero-shot TTS）、语音转换和音频音乐生成等生成类算法， 以及融合语音识别、语音翻译、说话人识别、音频分析、语音分离等多任务模型算法，推动技术在同声翻译、数字人对话等场景中应用。 3. 探索音频模态和LLM的结合，实现语音识别、音频理解、语音生成、语音转换、音乐生成和音效生成的统一建模方案，并推动落地应用。 4. 通过跟踪和创新，确保算法技术的行业领先。 5. 持续关注学术界和行业的最新研究动态，参与国际会议、研讨会，与全球顶级团队进行交流合作。