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Update README.rst
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AnnaRemi committed Dec 30, 2023
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Abstract
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Motivation: Style transfer in audio is the field of computer science which is not yet thoroughly studied and, therefore, is of great interest. Moreover, it finds its applications in many practical tasks like dubbing movies, investigating voice abilities and music writing without any effort. In this paper we’ve been working on the task of voice/music style transfer. While there are many approaches to the task: Variational Auto Encoder(VAE), Gaussian Mixture Models(GMM), Linear Homodomain Transformations, it can be noticed that Image Style transfer is one of the most developed branches of Machine learning. That’s why the image-like approach to the audio style transfer is altered in this paper.


Keywords: MachineLearning,AudioStyletransfer,SpeechStyletransfer,ImageStyle Transfer, Deep Convolutional NN, Gram Matrix, Linear Transformation

Research publications
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