Project Officer (Computer Science/Engineering)
Ntu (nanyang technology university- main office-hr)
- Singapore
new offer (25/06/2024)
job description
The College of Computing &
Data Science (CCDS) invites applications for the position of Project Officer.
Key Responsibilities:
- Research and develop relevant speech and language technologies to facilitate the project requirements - LLM and speech recognition for AI applications.
- Conducting regular model training and evaluation for ASR tasks.
- Regularly reporting experimental results to supervisor and project funders, propose solutions for further improvement and ensure targeted deliverables are met at each project deliverable milestones.
- Organize and prepare acoustic and text data for text to speech and speech recognition training using end-to-end/deep learning frameworks such as Huggingface, Whisper, ESPnet.
- Write document and transfer developed models to engineering team and/or project's funder for replication and future usages.
- Publish papers on top-tier conferences/journal in the relevant fields.
- Collaborate with engineering team to develop demonstration systems.
- Managing team's computing resources to support team's research experiments.
Job Requirements:
- Bachelor's Degree in computer science/engineering or related fields.
- Experience with LLM, speech and text data processing, data preparation and organization for deep learning model training.
- Strong in the following programming languages:
Python, Pytorch, C/C++, Linux Bash/Shell. - Having prior experience with speech processing frameworks such as ESPnet, Wenet, Whisper, Kaldi.
- Having solid background in deep learning for speech and language technologies, transformers and end-to-end ASR.
- Having publications at top-tier conferences in speech processing fields such as Interspeech, ICASSP is a plus.
- Entry level candidates with good programming experience are invited to apply
We regret that only shortlisted candidates will be notified.
Hiring Institution:
NTU