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week01 Introduction to Digital Signal Processing
- Lecture: Signals, Fourier transform, Spectrograms, MFCC and etc
- Seminar: Intro in PyTorch, DevOps, R&D in Deep Learning
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week02 Automatic Speech Recognition I
- Lecture: Metrics, Attention, LAS, CTC, BeamSearch
- Seminar: Docker, W&B, Augmentations for Audio
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week03 Automatic Speech Recognition II
- Lecture: LM, Fusing, Jasper, QurtzNet, ContextNet
- Seminar: BPE, LM
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Deep learning for audio processing
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