Phase 06: Speech & Audio
AI From Scratch/Lesson 02/~45 minutes

Spectrograms, Mel Scale & Audio Features

Neural nets do not consume raw waveforms well. They consume spectrograms. They consume mel spectrograms even better. Every ASR, TTS, and audio classifier in 2026 lives or dies by this single preprocessing choice.

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