Shawn Hershey

CNN architectures for large-scale audio classification

Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis et al. · 2017 · 2.4K citations

Music, Convolutional Neural Network, Deep Neural Networks +15

Unsupervised Learning of Semantic Audio Representations

Aren Jansen, Manoj Plakal, Ratheet Pandya et al. · 2018 · 113 citations

Music, Engineering, Machine Learning +17

Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds

Efthymios Tzinis, Scott Wisdom, Aren Jansen et al. · arXiv (Cornell University) · 2020 · 29 citations · Full text

Music, Source Separation, Engineering +23

Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking

Eduardo Fonseca, Shawn Hershey, Manoj Plakal et al. · IEEE Signal Processing Letters · 2020 · 22 citations · Full text

Accelerating Inference: towards a full Language, Compiler and Hardware stack

Shawn Hershey, Jeffrey G. Bernstein, Bill Bradley et al. · arXiv (Cornell University) · 2012 · 14 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +30