Shawn Hershey

According to our database, Shawn Hershey authored at least 10 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Dataset Balancing Can Hurt Model Performance.

R. Channing Moore, Daniel P. W. Ellis, Eduardo Fonseca, Shawn Hershey, Aren Jansen, Manoj Plakal

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

Self-Supervised Learning from Automatically Separated Sound Scenes.

Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

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

Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Dan Ellis, John R. Hershey

Proceedings of the 9th International Conference on Learning Representations, 2021

The Benefit of Temporally-Strong Labels in Audio Event Classification.

Shawn Hershey, Daniel P. W. Ellis, Eduardo Fonseca, Aren Jansen, Caroline Liu, R. Channing Moore, Manoj Plakal

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

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

Eduardo Fonseca, Shawn Hershey, Manoj Plakal, Daniel P. W. Ellis, Aren Jansen, R. Channing Moore

IEEE Signal Process. Lett., 2020

Addressing Missing Labels in Large-scale Sound Event Recognition using a Teacher-student Framework with Loss Masking.

Eduardo Fonseca, Shawn Hershey, Manoj Plakal, Daniel P. W. Ellis, Aren Jansen, R. Channing Moore, Xavier Serra

CoRR, 2020

Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision.

Aren Jansen, Daniel P. W. Ellis, Shawn Hershey, R. Channing Moore, Manoj Plakal, Ashok C. Popat, Rif A. Saurous

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018

Unsupervised Learning of Semantic Audio Representations.

Aren Jansen, Manoj Plakal, Ratheet Pandya, Daniel P. W. Ellis, Shawn Hershey, Jiayang Liu, R. Channing Moore, Rif A. Saurous

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

CNN architectures for large-scale audio classification.

Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin W. Wilson

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2012

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

Shawn Hershey, Jeffrey Bernstein, Bill Bradley, Andrew Schweitzer, Noah Stein, Theophane Weber, Benjamin Vigoda

CoRR, 2012