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Benefits offered by this job
Support for physical, mental, and emotional health
Work-life balance initiatives
Community engagement opportunities
Job summary
A global technology company in Singapore is seeking an Audio AI Engineer to research and develop algorithms for various audio processing applications. The role demands expertise in deep learning frameworks and a PhD in a relevant field. Candidates should have experience with real-time systems and model optimization. The work environment supports hybrid working styles, and the company emphasizes a culture of health and community engagement, making it an ideal workplace for innovative spirits.
Qualifications
Proficiency in deep learning frameworks like PyTorch or TensorFlow.
Demonstrate effective programming skills in Python, C/C++, or similar languages.
Understanding of sequence modelling architectures (Transformers, RNNs, diffusion models, or conformers).
Demonstrate experience developing and deploying low-latency, real-time speech or audio models.
Responsibilities
Research and develop algorithms for accent conversion, voice conversion, speech synthesis, and speech recognition.
Prototype and refine end-to-end audio models.
Evaluate and optimize model performance across quality, latency, and scalability.
Skills
Deep learning frameworks (PyTorch, TensorFlow)
Programming skills (Python, C/C++)
Understanding of sequence modelling architectures
Model compression and acceleration techniques
Experience with real-time audio systems
Education
PhD in a relevant field
Job description
A global technology company in Singapore is seeking an Audio AI Engineer to research and develop algorithms for various audio processing applications. The role demands expertise in deep learning frameworks and a PhD in a relevant field. Candidates should have experience with real-time systems and model optimization. The work environment supports hybrid working styles, and the company emphasizes a culture of health and community engagement, making it an ideal workplace for innovative spirits.