Research Associate

4 weeks ago


Singapore NANYANG TECHNOLOGICAL UNIVERSITY Full time
Roles & Responsibilities

Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty. Today, we are ranked #2 for AI and Computer Science by US News Best Global Universities; and #8 for Data Science and AI by QS World University Ranking.

A hot bed of cutting-edge technology and groundbreaking research, the College aims to groom the next generation of leaders, thinkers, and innovators to thrive in the digital age. Located in the heart of Asia, NTU’s College of Computing and Data Science is an ‘exciting place to learn and grow'. We welcome you to join our community of faculty, students and alumni who are shaping the future of AI, Data Science and Computing.

We are a speech and language technology research group situated under CCDS, NTU. The group was established since 2007 and has since focused on machine learning and deep learning approaches in speech and language technologies. Our research interests include but not limited to Automatic Speech Recognition (ASR), Classification and Speech Understanding.

The College of Computing & Data Science (CCDS) invites applications for the position of Research Associate.

Key Responsibilities:

  • Develop speech input framework to support speech acquisition under noisy and far-field condition.
  • Investigate recent machine learning techniques and speech technologies.
  • Research and develop algorithms for speech enhancement, speaker diarization, robust VAD, and target speaker extraction.
  • Design, implement, evaluate, and deploy of speech enhancement, speaker diarization, VAD, and target speaker extraction modules.
  • Collaborate with team members and stakeholders to ensure timely delivery of project milestones and deliverables.
  • Organize, document and transfer developed software packages to other team members and/or funding bodies.

Job Requirements:

  • Master’s Degree in Computer Science/Engineering or related fields.
  • Good expertise in speech technologies such as speaker diarization, speech enhancement, robust VAD, speaker extraction, ASR, natural language processing and deep learning applications.
  • Experience in developing and evaluating algorithms in the field of speech technology.
  • Familiarity with data collection processes and management for speech processing tasks.
  • Proficiency in the following programming languages and frameworks: PyTorch, TensorFlow, Kaldi, or similar.

We regret that only shortlisted candidates will be notified.


Tell employers what skills you have

TensorFlow
Machine Learning
Technology Research
Natural Language Processing
Critical Thinking
Mathematics
Knowledge Management
Software Engineering
Urban Planning
Data Integration
Web Technologies
PyTorch
Speech Recognition
Statistics
Data Science
Language Technology
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