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SamCoding

Ask HN: Where are the good resources for learning audio processing?

I'm trying to program a harmonizer, like Jacob Collier's one built by MIT's Ben Bloomberg. I am looking for good, accessible resources on pitch shifting (whilst still sounding natural) and other terms I've heard like format shifting.Where are some good resources for this for somebody with extensive programming experience but no experience in audio processing?

( Read More... | 50 comments | 2 points | on HN )
Learn about what interests you. If you're interested in language models? Learn language models and transformers! If you're interested in time series - learn that!

But it is important to get a good overall understanding of AI so that you can make connections and build diversifiable skills. It's also important to learn the maths - ensure your calculus is solid.

Places to learn:

YouTube

- Statquest (statistics, machine learning and maths) https://www.youtube.com/@statquest

- Deeplizard (deep learning) https://www.youtube.com/@deeplizard

- Advanced Reinforcement Learning from UCL and Deepmind (https://www.youtube.com/playlist?list=PLqYmG7hTraZDVH599EItl...)

- Sentdex NNFS (https://www.youtube.com/playlist?list=PLQVvvaa0QuDcjD5BAw2Dx...)

Online Courses

- HuggingFace courses - https://huggingface.co/learn

- Kaggle courses - https://www.kaggle.com/learn

Keep up with AI News

- The AI Timeline (Email Newsletter) - https://mail.bycloud.ai/subscribe

- Signal to Noise (Email Newsletter) - https://signaltonoise.beehiiv.com/

I've also created a whistle-stop tour of AI - from programming and computer science fundamentals to neural networks as fast as possible - https://www.youtube.com/playlist?list=PLa7EPoQlhRilFR5KN0i1_...

If there are any fields or applications people are particularly interested in, feel free to comment below.