Create a basic structure for the report - Githubissues

DATX02-20-04 / code

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Create a basic structure for the report #28

Closed christoffer-arvidsson closed 4 years ago

christoffer-arvidsson commented 4 years ago

Structure it in such a way that people can easily go in and write as they work

Introduction
- Purpose
- Method
- Scope
Background
- Music (Unsure of this one here)
- Previous works
- Text to Speech
- WaveNET
- Music Transformer
- MuseNET
Theory
- Signal processing for audio analysis
- Frequencies and overtones
- Spectrograms
- Audio format
- MIDI
- WAV files
- Machine learning
- What is machine learning
- Deep neural networks
- Loss functions
  - Squared error
  - Cross entropy
  - Wasserstein (Too many indents, ask Marwa)
- Optimizers
- Machine learning models
- Feed-forward
- Convolutional neural network
- Generative adversarial network
- Variational Auto encoders
- Transformers
- Variational auto encoders
Implementation
Result
Discussion
- Ethical and societal aspects
Conclusion