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Machine Learning Research Intern - Audio(m/w/x)
Investigating novel audio signal processing and generative modeling algorithms using extensive music data resources for global research teams. Master's/PhD course enrollment in a relevant field and strong Python/PyTorch skills required. Access to extensive music data resources; global research team collaboration.
Requirements
- Enrollment in a Master's/PhD course in a relevant field
- Solid understanding of general machine learning
- Knowledge of audio signal processing, deep learning architectures, and training/testing methodologies
- Experience in cleaning, manipulating, and analysing audio data
- Good Python coding skills and experience with PyTorch or TensorFlow
- Record of relevant academic publications
- Interest in music/audio
- Valid work permit for the country of application
Tasks
- Investigate novel algorithms for audio signal processing
- Apply machine learning techniques in generative modeling
- Implement algorithms using research and coding skills
- Collaborate with Sony Research teams globally
- Utilize extensive music data resources
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
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Machine Learning Research Intern - Audio(m/w/x)
Investigating novel audio signal processing and generative modeling algorithms using extensive music data resources for global research teams. Master's/PhD course enrollment in a relevant field and strong Python/PyTorch skills required. Access to extensive music data resources; global research team collaboration.
Requirements
- Enrollment in a Master's/PhD course in a relevant field
- Solid understanding of general machine learning
- Knowledge of audio signal processing, deep learning architectures, and training/testing methodologies
- Experience in cleaning, manipulating, and analysing audio data
- Good Python coding skills and experience with PyTorch or TensorFlow
- Record of relevant academic publications
- Interest in music/audio
- Valid work permit for the country of application
Tasks
- Investigate novel algorithms for audio signal processing
- Apply machine learning techniques in generative modeling
- Implement algorithms using research and coding skills
- Collaborate with Sony Research teams globally
- Utilize extensive music data resources
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
About the Company
Sony AI
Industry
IT
Description
The company focuses on deep learning fundamentals and their applications in AI, integrating with Sony's business.
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