ELEC-C5220 - Koneoppiminen informaatioteknologiassa, Luento-opetus, 11.1.2024-25.4.2024
Kurssiasetusten perusteella kurssi on päättynyt 25.04.2024 Etsi kursseja: ELEC-C5220
Lecture 6: Speech Enhancement with Denoising Autoencoders
Luentokalvot saatavilla täällä.
Taustalukemista:
Konvoluutioverkot, Chapter 9 in the Deep Learning Book https://www.deeplearningbook.org/contents/convnets.html
Autoenkooderit, Chapter 14 in the Deep Learning Book https://www.deeplearningbook.org/contents/autoencoders.html
Kohinanpoisto, Chapter 11.1 in the Speech Processing Book https://speechprocessingbook.aalto.fi/Enhancement/Noise_attenuation.html
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Lecture slides available here.
Background reading:
Convolution networks, Chapter 9 in the Deep Learning Book https://www.deeplearningbook.org/contents/convnets.html
Autoencoders, Chapter 14 in the Deep Learning Book https://www.deeplearningbook.org/contents/autoencoders.html
Noise cancellation, Chapter 11.1 in the Speech Processing Book https://speechprocessingbook.aalto.fi/Enhancement/Noise_attenuation.html