Arun Narayanan

Evangelos Pournaras

Pedro H. J. Nardelli

CoRR, 2023

Collective Learning for Energy-centric Flexible Job Shop Scheduling.

[BibT_eX]

[DOI]

Evangelos Pournaras

Pedro H. J. Nardelli

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Conditional Conformer: Improving Speaker Modulation For Single And Multi-User Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Cleanformer: A Multichannel Array Configuration-Invariant Neural Enhancement Frontend for ASR in Smart Speakers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Performance evaluation of machine learning for fault selection in power transmission lines.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2022

A Universally-Deployable ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement, and Voice Separation.

[BibT_eX]

[DOI]

Tom O'Malley

Quan Wang

CoRR, 2022

Mask scalar prediction for improving robust automatic speech recognition.

[BibT_eX]

[DOI]

James Walker

Nathan Howard

Yuma Koizumi

CoRR, 2022

Industrial Energy Management System: Design of a Conceptual Framework Using IoT and Big Data.

[BibT_eX]

[DOI]

IEEE Access, 2022

Collective Intelligence Using 5G: Concepts, Applications, and Challenges in Sociotechnical Environments.

[BibT_eX]

[DOI]

Mohamed Selim Korium

Dick Carrillo Melgarejo

Hafiz Majid Hussain

Arthur Sousa de Sena

Pedro E. Gória Silva

IEEE Access, 2022

Optimizing Flying Base Station Connectivity by RAN Slicing and Reinforcement Learning.

[BibT_eX]

[DOI]

Dick Carrillo Melgarejo

Demóstenes Z. Rodríguez

Yevgeni Koucheryavy

Gustavo Fraidenraich

IEEE Access, 2022

Learning Mask Scalars for Improved Robust Automatic Speech Recognition.

[BibT_eX]

[DOI]

James Walker

Nathan Howard

Yuma Koizumi

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Streaming Noise Context Aware Enhancement for Automatic Speech Recognition in Multi-Talker Environments.

[BibT_eX]

[DOI]

Joe Caroselli

Yiteng Huang

Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy.

[BibT_eX]

[DOI]

Turaj Zakizadeh Shabestary

Proceedings of the Interspeech 2022, 2022

A universally-deployable ASR frontend for joint acoustic echo cancellation, speech enhancement, and voice separation.

[BibT_eX]

[DOI]

Thomas R. O'Malley

Quan Wang

Proceedings of the Interspeech 2022, 2022

SNRi Target Training for Joint Speech Enhancement and Recognition.

[BibT_eX]

[DOI]

Yuma Koizumi

Shigeki Karita

Michiel Bacchiani

Proceedings of the Interspeech 2022, 2022

Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Extracting Targeted Training Data from ASR Models, and How to Mitigate It.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Improving The Latency And Quality Of Cascaded Encoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Transducer-Based Streaming Deliberation for Cascaded Encoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Home Energy Management Systems: Operation and Resilience of Heuristics against Cyberattacks.

[BibT_eX]

[DOI]

CoRR, 2021

Virtual Microgrid Management via Software-defined Energy Network for Electricity Sharing.

[BibT_eX]

[DOI]

CoRR, 2021

Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience.

[BibT_eX]

[DOI]

IEEE Access, 2021

RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Smart Grid Information Processes Using IoT and Big Data with Cloud and Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 44th International Convention on Information, 2021

Unified Framework to Select an IoT Platform for Industrial Energy Management Systems.

[BibT_eX]

[DOI]

Proceedings of the 44th International Convention on Information, 2021

Packetized Energy Management Controller for Residential Consumers.

[BibT_eX]

[DOI]

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Personalized Keyphrase Detection Using Speaker and Environment Information.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Cascaded Encoders for Unifying Streaming and Non-Streaming ASR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

A Better and Faster end-to-end Model for Streaming ASR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Improving Streaming Automatic Speech Recognition with Non-Streaming Model Distillation on Unsupervised Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

A Conformer-Based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Cross-Attention Conformer for Context Modeling in Speech Enhancement for ASR.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

From private to public governance: The case for reconfiguring energy systems as a commons.

[BibT_eX]

[DOI]

CoRR, 2020

A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency.

[BibT_eX]

[DOI]

CoRR, 2020

Key Advances in Pervasive Edge Computing for Industrial Internet of Things in 5G and Beyond.

[BibT_eX]

[DOI]

Arthur Sousa de Sena

Dick Carrillo Melgarejo

IEEE Access, 2020

What is Energy Internet? Concepts, Technologies, and Future Directions.

[BibT_eX]

[DOI]

IEEE Access, 2020

Profit Allocation in Renewables Based Community Microgrids with Aggregation and Self-Sufficiency.

[BibT_eX]

[DOI]

Pedro H. J. Nardelli

Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Anti-Aliasing Regularization in Stacking Layers.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Recognizing Long-Form Speech Using Streaming End-to-End Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

A Comparison of End-to-End Models for Long-Form Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Toward Domain-Invariant Speech Recognition via Large Scale Training.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

From Audio to Semantics: Approaches to End-to-End Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

Spectral Distortion Model for Training Phase-Sensitive Deep-Neural Networks for Far-Field Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Interruption reduction in secondary substations using battery energy storage systems.

[BibT_eX]

[DOI]

Tero Kaipia

Jarmo Partanen

Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

An Efficient Phone N-Gram Forward-Backward Computation Using Dense Matrix Multiplication.

[BibT_eX]

[DOI]

Khe Chai Sim

Proceedings of the Interspeech 2017, 2017

Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Acoustic Modeling for Google Home.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Adaptive Multichannel Dereverberation for Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Improving the efficiency of forward-backward algorithm using batched computation in TensorFlow.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Raw Multichannel Processing Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

Economic benefits of photovoltaic-based systems for residential customers participating in open electricity markets.

[BibT_eX]

[DOI]

Tero Kaipia

Jarmo Partanen

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

Factored spatial and spectral multichannel raw waveform CLDNNs.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Improving Robustness of Deep Neural Network Acoustic Models via Speech Separation and Joint Adaptive Training.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Large-scale, sequence-discriminative, joint adaptive training for masking-based robust ASR.

[BibT_eX]

[DOI]

Ananya Misra

Kean K. Chin

Proceedings of the INTERSPEECH 2015, 2015

Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

On training targets for supervised speech separation.

[BibT_eX]

[DOI]

Yuxuan Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Investigation of Speech Separation as a Front-End for Noise Robust Speech Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Joint noise adaptive training for robust automatic speech recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Analysis-by-synthesis feature estimation for robust automatic speech recognition using spectral masks.

[BibT_eX]

[DOI]

Michael I. Mandel

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

A Direct Masking Approach to Robust ASR.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2013

Ideal ratio mask estimation using deep neural networks for robust speech recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Coupling binary masking and robust ASR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

A CASA-Based System for Long-Term SNR Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2012

On the Role of Binary Mask Pattern in Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2012, 2012

Computational Auditory Scene Analysis and Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012

2011

Robust speech recognition using multiple prior models for speech reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

On the use of ideal binary masks for improving phonetic classification.

[BibT_eX]

[DOI]