• Do real research with deep generative models of audio in a small, scientifically-minded team
• Freedom to try out ideas of your own
• There might be publication opportunities

Duties

• Implement and maintain deep learning models in PyTorch
• Train models, keep track of performance, and tune hyperparameters
• Proactively read relevant literature and generate ideas for model enhancements

We expect you to

• Have advanced knowledge in relevant areas of mathematics and statistics
• Have a working knowledge of various techniques, tricks, and best practices for designing deep nets, hyperparameter optimization, visualization, interpretation, etc.
• Have a bunch of failure stories about the deep learning projects you’ve been involved in (and some success stories)
• Have a good understanding of deep generative models. You may work on autoregressive models, GANs, VAEs, or flow-based models.
• Speak Polish fluently

Would be a plus

• Degree in computer science or a similar degree
• Knowledge of Digital Signal Processing theory
• Knowledge of speech processing
• Knowledge about TTS
• Participation in DS/ML/DL competitions (e.g. Kaggle)
• Knowledge of CUDA / interest in developing custom CUDA kernels
• Experience deploying machine learning models

Benefits

• Do real research with deep generative models of audio in a small, scientifically-minded team
• Freedom to try out ideas of your own
• There might be publication opportunities

Duties

• Analyzing and structuring audio data and datasets
• Experimenting with audio processing, dataset design, and AI model configurations
• Working with AI models
• Carefully processing AI model training results and selecting the best outputs
• Post-processing of synthesized audio

We expect you to

• Be a confident user of DAW
• Speak English at Intermediate (or higher) level and have good comprehension of spoken English
• Pay attention to detail and an analytical approach to analyzing audio materials
• Be able to listen to audio materials for extended periods
• Have basic knowledge of Linux and the command line, or a strong desire to learn
• Be able to work both in a team and independently

Would be a plus

• Interest in developing audio plugins
• Knowledge of Reaper, Audacity, Izotope RX
• Basic knowledge of Python
• Experience with writing Bash scripts
• Experience with Max/MSP or Pure Data
• Interest in AI