203 citations
- Johns Hopkins UniversityUS5 papers
- Athena Research and Innovation Center In Information Communication & Knowledge TechnologiesGR4 papers
- German Research Centre for Artificial IntelligenceDE4 papers
- National Technical University of AthensGR4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- National and Kapodistrian University of AthensGR3 papers
- DePaul UniversityUS2 papers
- National Centre of Scientific Research "Demokritos"GR2 papers
- Northwestern Polytechnical UniversityCN2 papers
- SAIL LABS Technology (Austria)AT2 papers
- Academia Română, Filiala IașiRO1 paper
- Active Signal Technologies (United States)US1 paper
4 papers · 1 filter
ADMM-DAD net: a deep unfolding network for analysis compressed sensing
Vasiliki Kouni, Georgios Paraskevopoulos, Holger Rauhut +1
In this paper, we propose a new deep unfolding neural network based on the ADMM algorithm for analysis Compressed Sensing. The proposed network jointly learns a redundant analysis…
Federated Neural Collaborative Filtering
Vasileios Perifanis, Pavlos S. Efraimidis
In this work, we present a federated version of the state-of-the-art Neural Collaborative Filtering (NCF) approach for item recommendations. The system, named FedNCF, enables learn…
An Asynchronous WFST-Based Decoder For Automatic Speech Recognition
Hang Lv, Zhehuai Chen, Hainan Xu +3
We introduce asynchronous dynamic decoder, which adopts an efficient A* algorithm to incorporate big language models in the one-pass decoding for large vocabulary continuous speech…
Wake Word Detection with Streaming Transformers
Yiming Wang, Hang Lv, Daniel Povey +2
Modern wake word detection systems usually rely on neural networks for acoustic modeling. Transformers has recently shown superior performance over LSTM and convolutional networks…