1 citations · 1 across the 3 of their papers we have counts for
3 papers
A Statistics-Driven Differentiable Approach for Sound Texture Synthesis and Analysis
Esteban Gutiérrez, Frederic Font, Xavier Serra +1
In this work, we introduce TexStat, a novel loss function specifically designed for the analysis and synthesis of texture sounds characterized by stochastic structure and perceptua…
Parameter Sensitivity of Deep-Feature based Evaluation Metrics for Audio Textures
Chitralekha Gupta, Yize Wei, Zequn Gong +3
Standard evaluation metrics such as the Inception score and Fréchet Audio Distance provide a general audio quality distance metric between the synthesized audio and reference clean…
Sound Model Factory: An Integrated System Architecture for Generative Audio Modelling
Lonce Wyse, Purnima Kamath, Chitralekha Gupta
We introduce a new system for data-driven audio sound model design built around two different neural network architectures, a Generative Adversarial Network(GAN) and a Recurrent Ne…