Speech Recognition Specialist

 (2+ years exp)
$36k – $48k
Published: 1 month ago

Job Location

Job Type

Full Time

Visa Sponsorship

Not Available

Relocation

Allowed

Skills

Team Player
Self-driven

The Role

1.Responsible for the research and development of algorithms for speech recognition, signal processing, such as pre-processing of speech, training of acoustic model and language model, optimization of decoder
负责语音识别、信号处理相关算法的研究与开发,如语音前端处理、声学模型训练、语言模型训练、解码器优化等;
2.Responsible for the development of application and tools for algorithms of big data analysis, speech processing etc.
负责大数据分析、语音处理相关算法的应用开发及工具编写;
3.Responsible for the state-of-art research and application of the algorithm and model training of speech recognition
负责语音识别模型训练及前沿算法研究及应用;
4.Responsible for the state-of-art research and application of the algorithm and model training of deep learning language model
负责语言模型深度学习前沿算法研究及应用;
5.Responsible for supporting the core technology and model requirements of the product business unit.
负责支撑产品业务部门的核心技术及模型需求。

1.Master or PhD in computer science, Signal and information processing, communication engineering
硕士及以上学历,计算机、信号与信息处理、通信工程等相关专业毕业;
2.Master in speech recognition theories, familiar with acoustic model, language model, decoder etc.
精通语音识别理论,熟悉声学模型、语言模型或解码器的流程细节,以及HMM,GMM,LSTM,CTC等相关原理;了解国内外语音识别技术的发展状况;
3.Master in C/C++/Java/Python, 3+ year of R&D experience in speech related system (not including demo system), Large scale ASR model training and system implementation experience a plus
编程能力(c/c++/java/python)强,有语音相关实用系统(不含演示系统)三年以上研发经验;有大规模识别模型训练及语音识别全系统搭建经验优先;
4.Familiar with at least one of the following deep learning frameworks: Kaldi, HTK, Sphinx, TensorFlow. In-depth knowledge in deep learning algorithm
熟悉Kaldi,HTK,Sphinx,TensorFlow等至少一种深度学习框架,对深度学习算法有深入的研究;
5.Good communication and organization skills, High sense of responsibility and execution capability
具有良好的沟通能力和组织协调能力,具有高度的责任心和执行力;
6.Quick reading and processing of research papers.
有较强的paper阅读能力。

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