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A05 · Speech and Audio

A free, illustrated L3 course of 8 modules in the Applied AI track. Modules include: Sound, sampling and spectrograms; Audio features and representations; Automatic speech recognition.

A05 L3 · Advanced 8 modules · about 32 lessons Planned · Ring 3

Part of the Applied AI track. Ships in Ring 3 (Breadth) of the roadmap.

Modules

1. Sound, sampling and spectrograms
2. Audio features and representations
3. Automatic speech recognition
4. Alignment-free training and transduction
5. Text-to-speech
6. Speaker and audio classification
7. Self-supervised audio models
8. Music and audio generation

Signature illustrations

The pictures a learner should still see in their head a year later:

Waveform to spectrogram to mel pipeline, alignment lattice, vocoder flow.

Status

This course is planned, not written yet. It ships with Ring 3 (Breadth).

Every lesson will follow the same twelve-part blueprint with at least three purpose-made figures. Watch the repository to hear when modules ship, or help write and review it.