Daniel Tompkins

According to our database, Daniel Tompkins authored at least 7 papers between 2019 and 2023.

Collaborative distances:

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

2023

BEATs: Audio Pre-Training with Acoustic Tokenizers.

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei

Proceedings of the International Conference on Machine Learning, 2023

Multi-View Learning for Speech Emotion Recognition with Categorical Emotion, Categorical Sentiment, and Dimensional Scores.

Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

BEATs: Audio Pre-Training with Acoustic Tokenizers.

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Furu Wei

CoRR, 2022

Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, and Pretraining: an Ablation Study.

Daniel Tompkins, Kshitiz Kumar, Jian Wu

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

COVID-19 Detection Using Recorded Coughs in the 2021 DiCOVA Challenge.

Benjamin Elizalde, Daniel Tompkins

CoRR, 2021

2020

Multi-Label Sound Event Retrieval Using A Deep Learning-Based Siamese Structure With A Pairwise Presence Matrix.

Jianyu Fan, Eric Nichols, Daniel Tompkins, Ana Elisa Méndez Méndez, Benjamin Elizalde, Philippe Pasquier

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Hierarchical Sound Event Classification.

Eric Nichols, Daniel Tompkins, Jianyu Fan

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019