Search Results for author: Roger B. Dannenberg

Found 3 papers, 0 papers with code

Controllable deep melody generation via hierarchical music structure representation

no code implementations2 Sep 2021 Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg

Recent advances in deep learning have expanded possibilities to generate music, but generating a customizable full piece of music with consistent long-term structure remains a challenge.

Music Generation

Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting

no code implementations13 Jul 2017 Anders Oland, Aayush Bansal, Roger B. Dannenberg, Bhiksha Raj

To this end, we demonstrate faster convergence and better performance on diverse classification tasks: image classification using CIFAR-10 and ImageNet, and semantic segmentation using PASCAL VOC 2012.

Classification General Classification +2

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