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Tiantian Feng
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TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers
K Mundnich, BM Booth, M l’Hommedieu, T Feng, B Girault, ...
Nature Publishing Group - Scientific Data 7 (1), 354, 2020
692020
A multimodal analysis of physical activity, sleep, and work shift in nurses with wearable sensor data
T Feng, BM Booth, B Baldwin-Rodríguez, F Osorno, S Narayanan
Nature Publishing Group - Scientific reports 11 (1), 8693, 2021
382021
Multimodal human and environmental sensing for longitudinal behavioral studies in naturalistic settings: Framework for sensor selection, deployment, and management
BM Booth*, K Mundnich*, T Feng*, A Nadarajan, TH Falk, JL Villatte, ...
Journal of medical Internet research 21 (8), e12832, 2019
372019
TILES audio recorder: an unobtrusive wearable solution to track audio activity
T Feng, A Nadarajan, C Vaz, B Booth, S Narayanan
2018 Mobisys - 4th Workshop on Wearable Systems and Applications, 33-38, 2018
352018
Increasing coordination and responsivity of emotion-related brain regions with a heart rate variability biofeedback randomized trial
K Nashiro, J Min, HJ Yoo, C Cho, SL Bachman, S Dutt, JF Thayer, ...
Cognitive, Affective, & Behavioral Neuroscience 23 (1), 66-83, 2023
282023
Imputing missing data in large-scale multivariate biomedical wearable recordings using bidirectional recurrent neural networks with temporal activation regularization
T Feng, S Narayanan
2019 EMBC - 41st Annual International Conference of the IEEE Engineering in …, 2019
282019
FedAudio: A Federated Learning Benchmark for Audio Tasks
T Zhang*, T Feng*, S Alam, S Lee, M Zhang, SS Narayanan, S Avestimehr, ...
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and …, 2023
242023
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness
T Feng, R Hebbar, N Mehlman, X Shi, A Kommineni, S Narayanan
APSIPA Transactions on Signal and Information Processing: 10.1561/116 …, 2023
242023
User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition in Federated Learning
T Feng, R Peri, S Narayanan
Interspeech 2022, 2022
232022
Attribute inference attack of speech emotion recognition in federated learning settings
T Feng, H Hashemi, R Hebbar, M Annavaram, SS Narayanan
arXiv preprint arXiv:2112.13416, 2021
212021
FedMultimodal: A Benchmark for Multimodal Federated Learning
T Feng, D Bose, T Zhang, R Hebbar, A Ramakrishna, R Gupta, M Zhang, ...
KDD 2023, 2023
18*2023
Enhancing privacy through domain adaptive noise injection for speech emotion recognition
T Feng, H Hashemi, M Annavaram, SS Narayanan
ICASSP 2022-2022 IEEE international conference on acoustics, speech and …, 2022
172022
GPT-FL: Generative Pre-trained Model-Assisted Federated Learning
T Zhang*, T Feng*, S Alam, M Zhang, SS Narayanan, S Avestimehr, ...
arXiv preprint arXiv:2306.02210, 2023
152023
Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling
T Feng, S Narayanan
Interspeech 2022, 5050--5054, 2022
152022
Toward robust interpretable human movement pattern analysis in a workplace setting
BM Booth, T Feng, A Jangalwa, SS Narayanan
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
132019
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches for Speech Emotion Recognition using Pre-trained Speech Models
T Feng, S Narayanan
2023 11th International Conference on Affective Computing and Intelligent …, 2023
112023
Effects of a randomised trial of 5-week heart rate variability biofeedback intervention on cognitive function: possible benefits for inhibitory control
K Nashiro, HJ Yoo, C Cho, J Min, T Feng, P Nasseri, SL Bachman, ...
Applied psychophysiology and biofeedback 48 (1), 35-48, 2023
112023
Cross-modal coordination of face-directed gaze and emotional speech production in school-aged children and adolescents with asd
T Sorensen, E Zane, T Feng, S Narayanan, R Grossman
Nature Publishing Group - Scientific reports 9 (1), 18301, 2019
102019
Discovering optimal variable-length time series motifs in large-scale wearable recordings of human bio-behavioral signals
T Feng, SS Narayanan
(Best Paper Award Shortlist) ICASSP 2019-2019 IEEE International Conference …, 2019
102019
Privacy and utility preserving data transformation for speech emotion recognition
T Feng, S Narayanan
2021 ACII - 9th International Conference on Affective Computing and …, 2021
92021
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