Concepedia

Emanuele Principi

EP

35

Publications

1.5K

Citations

21

H-Index

2008

Active since

Affiliations

Marche Polytechnic University(Current)

University of Strathclyde

Emanuele Principi is an author at Marche Polytechnic University specializing in engineering, speech recognition, and speech processing.

Top concepts

EngineeringSpeech RecognitionSpeech ProcessingHealthSignal ProcessingData ScienceDeep LearningSpeech PerceptionPattern RecognitionMachine Learning

Publications per year

2008–2023

35

Publications

35

Unsupervised electric motor fault detection by using deep autoencoders

Emanuele Principi, Damiano Rossetti, Stefano Squartini et al. · IEEE/CAA Journal of Automatica Sinica · 2019 · 235 citations

Fault Diagnosis, Condition Monitoring, Deep Neural Networks +15

Non-intrusive load monitoring by using active and reactive power in additive Factorial Hidden Markov Models

Roberto Bonfigli, Emanuele Principi, Marco Fagiani et al. · Applied Energy · 2017 · 218 citations · Full text

Power Consumption, Engineering, Data Science +11

Denoising autoencoders for Non-Intrusive Load Monitoring: Improvements and comparative evaluation

Roberto Bonfigli, Andrea Felicetti, Emanuele Principi et al. · Energy and Buildings · 2017 · 173 citations · Full text

Real-time Monitoring, Engineering, Data Science +7

A neural network based algorithm for speaker localization in a multi-room environment

Fabio Vesperini, Paolo Vecchiotti, Emanuele Principi et al. · 2016 · 74 citations

Engineering, Neural Network, Localization +16

Polyphonic Sound Event Detection by Using Capsule Neural Networks

Fabio Vesperini, Leonardo Gabrielli, Emanuele Principi et al. · IEEE Journal of Selected Topics in Signal Processing · 2019 · 59 citations · Full text

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