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Benjamin Ma
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A multimodal view into music's effect on human neural, physiological, and emotional experience
T Greer, B Ma, M Sachs, A Habibi, S Narayanan
Proceedings of the 27th ACM international conference on multimedia, 167-175, 2019
182019
A computational lens into how music characterizes genre in film
B Ma, T Greer, D Knox, S Narayanan
PloS one 16 (4), e0249957, 2021
152021
Learning shared vector representations of lyrics and chords in music
T Greer, K Singla, B Ma, S Narayanan
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
72019
MediaEval 2020 Emotion and Theme Recognition in Music Task: Loss Function Approaches for Multi-label Music Tagging.
D Knox, T Greer, B Ma, E Kuo, K Somandepalli, S Narayanan
MediaEval, 2020
62020
Predicting human-reported enjoyment responses in happy and sad music
B Ma, T Greer, M Sachs, A Habibi, J Kaplan, S Narayanan
2019 8th International Conference on Affective Computing and Intelligent …, 2019
52019
Loss function approaches for multi-label music tagging
D Knox, T Greer, B Ma, E Kuo, K Somandepalli, S Narayanan
2021 International Conference on Content-Based Multimedia Indexing (CBMI), 1-4, 2021
32021
Creating musical features using multi-faceted, multi-task encoders based on transformers
T Greer, X Shi, B Ma, S Narayanan
Scientific Reports 13 (1), 10713, 2023
12023
Multi-modal, Multi-task, Music BERT: A Context-Aware Music Encoder Based on Transformers
T Greer, X Shi, B Ma, S Narayanan
2022
Coordination or Dominance? An Investigation of Social Dynamics in Conversational Entrainment
N Flemotomos, B Ma, R Peri
2021
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Articles 1–9