传音资深算法开发工程师(ASR算法)(J16763)
社招全职7年以上地点:上海状态:招聘
任职要求
1、数学、计算机、自动化、信号处理等相关专业硕士及以上学历,7年以上语音识别实际项目研发经历; 2、深度学习实践经验丰富,熟悉常用的序列识别建模和优化技术,熟悉 HMM,CTC,基于 Attention 的 Seq2Seq 等技术在语音识别方向上的应用(语音识别); 3、熟悉主流的参数合成式、端到端深度学习的语音合成算法及全链条处理流程(语音合成); 4、丰富的模型训练调优经验,熟练掌握 TensorFlow、Kaldi等框架; 5、具备较强的工程落地能力,精通 C/C++/Java/Python 中一门或多门语言; 6、良好的团队合作意识,较大的技术热情; 具备以下条件者优先考虑: 具备多语种语音算法经验; 在 Interspeech,ICASSP 等语音学术会议中有高水平论文发表。
工作职责
1、负责语音相关技术研究(语音增强、唤醒、声纹、VAD、语音识别等),包括声学模型、语言模型的数据准备、模型训练和解码器优化; 2、主导工程开发,包括模型服务化,海量语音数据处理,模型网络结构优化以及工程优化; 3、跟进业界最新技术,并运用于实际产品。
包括英文材料
学历+
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
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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.
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
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.
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.
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