Conference Publication Details
Mandatory Fields
McDonagh, A;Lemley, J;Cassidy, R;Corcoran, P
2018 IEEE GAMES, ENTERTAINMENT, MEDIA CONFERENCE (GEM)
Synthesizing Game Audio Using Deep Neural Networks
2018
January
Published
1
()
Optional Fields
312
315
High quality audio plays an important role in gaming, contributing to player immersion during gameplay. Creating audio content which matches overall theme and aesthetic is essential, such that players can become fully engrossed in a game environment. Sound effects must also fit well with visual elements of a game so as not to break player immersion. Producing suitable, unique sound effects requires the use of a wide range of audio processing techniques. In this paper, we examine a method of generating in-game audio using Generative Adversarial Networks, and compare this to traditional methods of synthesizing and augmenting audio.
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