Corpus ID: 54770456

Audio Effects Emulation with Neural Networks

@inproceedings{GradoAudioEE,
  title={Audio Effects Emulation with Neural Networks},
  author={Trabajo Fin de Grado and Carlos Carrascosa Casamayor}
}
This paper discusses if using Neural Networks we can develop model which emulates audio effects and also if it can stand up to traditional audio effect emulators. This report includes the comparison of the performance between Recurrent Neural Networks such as Long Short Term Memory and Gated Recurrent Unit, and also Convolutional Neural Networks. This paper also checks if the best performing network, dealing with a online stream of inputs, can produce its outputs without a significant delay, as… Expand

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