Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8851932 ◽

2019 ◽

Cited By ~ 1

Author(s):

Taesik Na ◽

Minah Lee ◽

Burhan A. Mudassar ◽

Priyabrata Saha ◽

Jong Hwan Ko ◽

...

Keyword(s):

Deep Learning ◽

Resource Constrained ◽

Noise Robust

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Automatic Distributed Deep Learning Using Resource-constrained Edge Devices

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3098973 ◽

2021 ◽

pp. 1-1

Author(s):

Alberto Gutierrez-Torre ◽

Kiyana Bahadori ◽

Shuja-ur-Rehman Baig ◽

Waheed Iqbal ◽

Tullio Vardanega ◽

...

Keyword(s):

Deep Learning ◽

Resource Constrained

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Deep Learning Shared Bandpass Filters for Resource-Constrained Human Activity Recognition

IEEE Access ◽

10.1109/access.2021.3064031 ◽

2021 ◽

Vol 9 ◽

pp. 39089-39097

Author(s):

Morgan Stuart ◽

Milos Manic

Keyword(s):

Deep Learning ◽

Activity Recognition ◽

Human Activity ◽

Bandpass Filters ◽

Human Activity Recognition ◽

Resource Constrained

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Audio-visual deep learning for noise robust speech recognition

2013 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2013.6639140 ◽

2013 ◽

Cited By ~ 67

Author(s):

Jing Huang ◽

Brian Kingsbury

Keyword(s):

Deep Learning ◽

Speech Recognition ◽

Robust Speech Recognition ◽

Noise Robust Speech Recognition ◽

Noise Robust

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Budgeted Subset Selection for Fine-tuning Deep Learning Architectures in Resource-Constrained Applications

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9207467 ◽

2020 ◽

Author(s):

Subhankar Banerjee ◽

Shayok Chakraborty

Keyword(s):

Deep Learning ◽

Subset Selection ◽

Fine Tuning ◽

Resource Constrained ◽

Selection For ◽

Learning Architectures

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Speech Enhancement Based on Teacher–Student Deep Learning Using Improved Speech Presence Probability for Noise-Robust Speech Recognition

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2019.2940662 ◽

2019 ◽

Vol 27 (12) ◽

pp. 2080-2091 ◽

Cited By ~ 10

Author(s):

Yan-Hui Tu ◽

Jun Du ◽

Chin-Hui Lee

Keyword(s):

Deep Learning ◽

Speech Recognition ◽

Speech Enhancement ◽

Robust Speech Recognition ◽

Teacher Student ◽

Noise Robust Speech Recognition ◽

Noise Robust

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Scalable Deep Learning for Stress and Affect Detection on Resource-Constrained Devices

2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) ◽

10.1109/icmla.2019.00261 ◽

2019 ◽

Cited By ~ 1

Author(s):

Abhijith Ragav ◽

Nanda Harishankar Krishna ◽

Naveen Narayanan ◽

Kevin Thelly ◽

Vineeth Vijayaraghavan

Keyword(s):

Deep Learning ◽

Resource Constrained ◽

Affect Detection ◽

Resource Constrained Devices ◽

Constrained Devices

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Noise Robust Sound Event Detection Using Deep Learning and Audio Enhancement

2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) ◽

10.1109/isspit47144.2019.9001843 ◽

2019 ◽

Author(s):

Tongtang Wan ◽

Yi Zhou ◽

Yongbao Ma ◽

Hongqing Liu

Keyword(s):

Deep Learning ◽

Event Detection ◽

Sound Event ◽

Sound Event Detection ◽

Noise Robust

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Understanding Sensor Data Using Deep Learning Methods on Resource-Constrained Edge Devices

Communications in Computer and Information Science - Wireless Sensor Networks ◽

10.1007/978-981-10-8123-1_13 ◽

2018 ◽

pp. 139-152

Author(s):

Junzhao Du ◽

Sicong Liu ◽

Yuheng Wei ◽

Hui Liu ◽

Xin Wang ◽

...

Keyword(s):

Deep Learning ◽

Sensor Data ◽

Resource Constrained ◽

Learning Methods

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Deep Learning Training Management Platform Based on Distributed Technologies in Resource-Constrained Scenarios

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-32456-8_6 ◽

2019 ◽

pp. 54-62

Author(s):

Jie Li ◽

Guoteng Wang ◽

Changsheng Zhang ◽

Bin Zhang

Keyword(s):

Deep Learning ◽

Resource Constrained ◽

Management Platform ◽

Distributed Technologies

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Source localization in resource-constrained sensor networks based on deep learning

Neural Computing and Applications ◽

10.1007/s00521-020-05253-3 ◽

2020 ◽

Author(s):

S. Hamed Javadi ◽

Angela Guerrero ◽

Abdul M. Mouazen

Keyword(s):

Deep Learning ◽

Sensor Networks ◽

Source Localization ◽

Resource Constrained

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