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ASR Research R&D Engineer - Shanghai, 中国 - Cerence Inc.
描述
A Moving Experience.
Our ASR team is looking for an Language Modelling Researcher to work with on challenging research problems that have a concrete impact on real-world applications – the work you do will impact real users on a daily basis.
You'll perform a role mixing both research and development of cutting edge technologies by staying current on state-of-the-art algorithms in related fields; evaluating the usage patterns of customers via big data analysis; building models to improve core ASR accuracy of individual products and contributing to the model building codebase, including our deep learning toolkit.
Job Description
Principal Duties and Responsibilities:
Conduct experiments to assess the quality of language models.
Identify, optimize, and augment training data.
Analyse product usage data to identify areas of possible improvement or enhancement of language modelling process and method.
Implement of improved training recipes and ASR prototypes utilizing primarily Python and/or Perl.
Discuss and present ideas, progress, and results within the research team.
Improve language modelling performance in multiple languages.
Required Skills:
Solid machine learning background and familiar with standard speech recognition and machine learning techniques.
Experience on running accuracy experiments and systematically improving performance. Self-driven and diligent for solving real world problems.
Proficiency in C/C++ programming skills and script programming (Bash/Python/Perl/Matlab).
Ability to manage tasks and deliverables for simultaneous projects.
Ability to work well both independently and within a team.
Preferred Skills:
Team work spirit.
Fluent English communication, good communication skills.
Accomplished coder – can realize research ideas effectively.
Education: MS/PhD in speech recognition, computer science, EE, math, statistics or related fields.
As Cerence looks to the future and continues an ambitious growth agenda, we need someone to join the team and help build the future of voice and AI in cars. This is an exciting opportunity to join Cerence's passionate, dedicated, global team and be a part of meaningful innovation in a rapidly growing industry.
EQUAL OPPORTUNITY EMPLOYER
Cerence is firmly committed to Equal Employment Opportunity (EEO) and to compliance with all federal, state and local laws that prohibit employment discrimination on the basis of age, race, color, gender, gender identity, gender expression, sex, sex stereotyping, pregnancy, national origin, ancestry, religion, physical or mental disability, medical condition, marital status, citizenship status, sexual orientation, protected military or veteran status, genetic information and other protected classifications. Cerence Equal Employment Opportunity Policy Statement.
All prospective and current Employees need to remain vigilant when it comes to executing security policies in the workplace. This includes:
Following workplace security protocols and training programs to familiarize with the ways to maintain a safe workplace.
- Following security procedures to report any suspicious activity.
- Having respect for corporate security procedures to allow those procedures to be effective.
- Adhering to company's compliance and regulations.
- Encouraging to follow a zero tolerance for workplace violence.
Basic knowledge of information security and data privacy requirements (, how to protect data & how to be handling this data).
Demonstrative knowledge of information security through internal training programs.
