3 workingwithsoundaudacity

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The document discusses working with sound in Alice, including copyright guidelines for educational use of sound clips, obtaining sound editing software, digital representation of sound, sample rates, file formats supported by Alice, and examples of using short sound clips in an Alice world.

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Is deep learning Alchemy? No! But it heavily relies on tips and tricks, a set of common wisdom that probably works for similar problems. In this talk, I’ll introduce what the audio/music research societies have discovered while playing with deep learning when it comes to audio classification and regression -- how to prepare the audio data and preprocess them, how to design the networks (or choose which one to steal from), and what we can expect as a result.

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