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Sandeep Kothinti

3 accepted papers

2020

Synthesizing Engaging Music Using Dynamic Models of Statistical Surprisal

ICASSP 2020accepted

Synthesis of music content generally leverages the underlying statistical structure of music to develop generative models, able to create new musical expressions within the same genre. In this work, we explore the statistical structure of a musical corpus and its effect on modulating the attention o…

Cited by 0SourceScholar
2019

Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection

ICASSP 2019accepted

Sound event detection is a challenging task, especially for scenes with multiple simultaneous events. While event classification methods tend to be fairly accurate, event localization presents additional challenges, especially when large amounts of labeled data are not available. Task4 of the 2018 D…

Cited by 0SourceScholar