ELEC-C5220 - Koneoppiminen informaatioteknologiassa, Luento-opetus, 11.1.2024-25.4.2024

Översikt

• Lectures
  • Välj aktivitet Lecture 1: Introduction

    

    Lecture 1: Introduction Sida
  • Välj aktivitet Lecture 2: Tensors for data representation

    

    Lecture 2: Tensors for data representation Sida
  • Välj aktivitet Lecture 3: Spoken digit recognition with Convolution Neural Networks

    

    Lecture 3: Spoken digit recognition with Convolution Neural Networks Sida
  • Välj aktivitet Lecture 4: Virtual Analog modeling with Recurrent Neural Networks

    

    Lecture 4: Virtual Analog modeling with Recurrent Neural Networks Sida
  • Välj aktivitet Lecture 5: Metrics and loss functions

    

    Lecture 5: Metrics and loss functions Sida
  • Välj aktivitet Lecture 6: Speech Enhancement with Denoising Autoencoders

    

    Lecture 6: Speech Enhancement with Denoising Autoencoders Sida
  • Välj aktivitet Lecture 7: Language modeling with RNNs

    

    Lecture 7: Language modeling with RNNs Sida
  • Välj aktivitet Lecture 8: Automatic Speech Recognition

    

    Lecture 8: Automatic Speech Recognition Sida
  • Välj aktivitet Lecture 9: Speech Synthesis

    

    Lecture 9: Speech Synthesis Sida
  • Välj aktivitet Lecture 10: Computational cost in Deep Learning

    

    Lecture 10: Computational cost in Deep Learning Sida
  • Välj aktivitet Lecture slides

    

    Lecture slides Mapp