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08/23/2023
Example-Based Framework for Perceptually Guided Audio Texture Generation
Generative models for synthesizing audio textures explicitly encode cont...
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04/23/2023
Towards Controllable Audio Texture Morphing
In this paper, we propose a data-driven approach to train a Generative A...
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08/23/2022
Parameter Sensitivity of Deep-Feature based Evaluation Metrics for Audio Textures
Standard evaluation metrics such as the Inception score and Fréchet Audi...
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06/27/2022
Sound Model Factory: An Integrated System Architecture for Generative Audio Modelling
We introduce a new system for data-driven audio sound model design built...
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03/12/2021
Signal Representations for Synthesizing Audio Textures with Generative Adversarial Networks
Generative Adversarial Networks (GANs) currently achieve the state-of-th...
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06/30/2019
Mechanisms of Artistic Creativity in Deep Learning Neural Networks
The generative capabilities of deep learning neural networks (DNNs) have...
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03/26/2019
Conditioning a Recurrent Neural Network to synthesize musical instrument transients
A recurrent Neural Network (RNN) is trained to predict sound samples bas...
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05/28/2018